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K. Selçuk Candan

K. Selcuk Candan – Kasim Selçuk Candan

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affiliation: Arizona State University, Tempe, Arizona, USA

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2024
[j87]
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Manjusha Ravindranath, K. Selçuk Candan, Maria Luisa Sapino, Brian Appavu:
MMA: metadata supported multi-variate attention for onset detection and prediction. Data Min. Knowl. Discov. 38(4): 1545-1588 (2024)
[j86]
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Fahim Tasneema Azad, K. Selçuk Candan, Ahmet Kapkiç, Mao-Lin Li, Huan Liu, Pratanu Mandal, Paras Sheth, Bilgehan Arslan, Gerardo Chowell-Puente, John Sabo, Rebecca Muenich, Javier Redondo Anton, Maria Luisa Sapino:
(Vision Paper) A Vision for Spatio-Causal Situation Awareness, Forecasting, and Planning. ACM Trans. Spatial Algorithms Syst. 10(2): 14 (2024)
[c181]
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Mao-Lin Li, K. Selçuk Candan, Maria Luisa Sapino:
Causally Informed Factorization Machines. IEEE Big Data 2024: 448-455
[c180]
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Yoonhyuk Choi, Reepal Shah, John Sabo, Huan Liu, K. Selçuk Candan:
Prioritizing Potential Wetland Areas via Region-to-Region Knowledge Transfer and Adaptive Propagation. IEEE Big Data 2024: 1956-1963
[c179]
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Shu Wan, Reepal Shah, Qi Deng, John Sabo, Huan Liu, K. Selçuk Candan:
Spatio-temporal Causal Learning for Streamflow Forecasting. IEEE Big Data 2024: 6161-6170
[c178]
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Jiajing Huang, Abhidnya Patharkar, Teresa Wu, Jin Wen, Zheng O'Neill, K. Selcuk Candan:
A feature extraction framework with entropy on graphs for cross-dataset building fault detection. CASE 2024: 2067-2072
[c177]
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Ahmet Kapkiç, Pratanu Mandal, Shu Wan, Paras Sheth, Abhinav Gorantla, Yoonhyuk Choi, Huan Liu, K. Selçuk Candan:
Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning. CIKM 2024: 5220-5224
[c176]
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Lixi Zhou, K. Selçuk Candan, Jia Zou:
DeepMapping: Learned Data Mapping for Lossless Compression and Efficient Lookup. ICDE 2024: 1-14
[i13]
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Yoonhyuk Choi, Reepal Shah, John Sabo, K. Selcuk Candan, Huan Liu:
Prioritizing Potential Wetland Areas via Region-to-Region Knowledge Transfer and Adaptive Propagation. CoRR abs/2406.05578 (2024)
[i12]
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Fahim Tasneema Azad, Javier Redondo Anton, Shubhodeep Mitra, Fateh Singh, Hans Behrens, Mao-Lin Li, Bilgehan Arslan, K. Selçuk Candan, Maria Luisa Sapino:
DataStorm-EM: Exploration of Alternative Timelines within Continuous-Coupled Simulation Ensembles. CoRR abs/2407.14571 (2024)
[i11]
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Ahmet Kapkiç, Pratanu Mandal, Shu Wan, Paras Sheth, Abhinav Gorantla, Yoonhyuk Choi, Huan Liu, K. Selçuk Candan:
Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning. CoRR abs/2409.08419 (2024)
[i10]
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  - journals/corr/abs-2411-17937
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Shu Wan, Reepal Shah, Qi Deng, John Sabo, Huan Liu, K. Selçuk Candan:
Spatio-temporal Causal Learning for Streamflow Forecasting. CoRR abs/2411.17937 (2024)
2023
[j85]
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Guowen Li, Lingyu Ren, Yangyang Fu, Zhiyao Yang, Veronica Adetola, Jin Wen, Qi Zhu, Teresa Wu, K. Selcuk Candan, Zheng O'Neill:
A critical review of cyber-physical security for building automation systems. Annu. Rev. Control. 55: 237-254 (2023)
[j84]
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Jiajing Huang, Hyunsoo Yoon, Teresa Wu, Kasim Selçuk Candan, Ojas Pradhan, Jin Wen, Zheng O'Neill:
Eigen-Entropy: A metric for multivariate sampling decisions. Inf. Sci. 619: 84-97 (2023)
[j83]
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Divyakant Agrawal, Sihem Amer-Yahia, K. Selcuk Candan:
PACMMOD V1 N1 Editorial - Welcome to PACMMOD. Proc. ACM Manag. Data 1(1): 1:1-1:8 (2023)
[j82]
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Divyakant Agrawal, Sihem Amer-Yahia, K. Selçuk Candan, Avrilia Floratou, Hakan Hacigümüs:
PACMMOD V1 N2 Editorial. Proc. ACM Manag. Data 1(2): 112:1-112:2 (2023)
[j81]
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Paras Sheth, Ruocheng Guo, Lu Cheng, Huan Liu, Kasim Selçuk Candan:
Causal Disentanglement for Implicit Recommendations with Network Information. ACM Trans. Knowl. Discov. Data 17(7): 94:1-94:18 (2023)
[j80]
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Francesco Di Mauro, K. Selçuk Candan, Maria Luisa Sapino:
Tensor-Train Decomposition in the Presence of Interval-Valued Data. IEEE Trans. Knowl. Data Eng. 35(4): 4267-4280 (2023)
[c175]
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Mao-Lin Li, K. Selçuk Candan, Maria Luisa Sapino:
CTT: Causally Informed Tensor Train Decomposition. IEEE Big Data 2023: 1180-1187
[c174]
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  - conf/cikm/ShethMDSSLC23
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Paras Sheth, Ahmadreza Mosallanezhad, Kaize Ding, Reepal Shah, John Sabo, Huan Liu, K. Selçuk Candan:
STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction. CIKM 2023: 4815-4821
[c173]
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  - conf/sensys/LiOWPRWAC023
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Guowen Li, Zheng O'Neill, Jin Wen, Ojas Pradhan, Lingyu Ren, Teresa Wu, Veronica Adetola, K. Selcuk Candan, Qi Zhu:
CYDRES: CYber Defense and REsilient System for securing grid-interactive efficient buildings. BuildSys 2023: 307-309
[e15]
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Sudipto Das, Ippokratis Pandis, K. Selçuk Candan, Sihem Amer-Yahia:
Companion of the 2023 International Conference on Management of Data, SIGMOD/PODS 2023, Seattle, WA, USA, June 18-23, 2023. ACM 2023, ISBN 978-1-4503-9507-6 [contents]
[i9]
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  - journals/corr/abs-2307-05861
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Lixi Zhou, K. Selçuk Candan, Jia Zou:
DeepMapping: The Case for Learned Data Mapping for Compression and Efficient Query Processing. CoRR abs/2307.05861 (2023)
[i8]
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  - journals/corr/abs-2307-13757
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Suraj Jyothi Unni, Paras Sheth, Kaize Ding, Huan Liu, K. Selçuk Candan:
UPREVE: An End-to-End Causal Discovery Benchmarking System. CoRR abs/2307.13757 (2023)
2022
[j79]
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Mao-Lin Li, K. Selçuk Candan, Maria Luisa Sapino:
GTT: Leveraging data characteristics for guiding the tensor train decomposition. Inf. Syst. 108: 102047 (2022)
[j78]
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  - journals/sigweb/CandanLADTT22
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K. Selçuk Candan, Huan Liu, Leman Akoglu, Xin Luna Dong, Jiliang Tang, Andrew Tomkins:
ACM WSDM 2022 report. SIGWEB Newsl. 2022(Summer): 1:1-1:6 (2022)
[j77]
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Lu Cheng, Ruocheng Guo, Raha Moraffah, Paras Sheth, K. Selçuk Candan, Huan Liu:
Evaluation Methods and Measures for Causal Learning Algorithms. IEEE Trans. Artif. Intell. 3(6): 924-943 (2022)
[j76]
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Fahim Tasneema Azad, Robert W. Dodge, Allen M. Varghese, Jaejin Lee, Giulia Pedrielli, K. Selçuk Candan, Gerardo Chowell-Puente:
SIRTEM: Spatially Informed Rapid Testing for Epidemic Modeling and Response to COVID-19. ACM Trans. Spatial Algorithms Syst. 8(4): 29:1-29:43 (2022)
[c172]
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Paras Sheth, Ting Liu, Durmus Doner, Qi Deng, Yuhang Wei, Rebecca Muenich, John Sabo, K. Selçuk Candan, Huan Liu:
Causal Discovery for Feature Selection in Physical Process-Based Hydrological Systems. IEEE Big Data 2022: 5568-5577
[c171]
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Paras Sheth, Reepal Shah, John Sabo, K. Selçuk Candan, Huan Liu:
STCD: A Spatio-Temporal Causal Discovery Framework for Hydrological Systems. IEEE Big Data 2022: 5578-5583
[c170]
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Lu Cheng, Ruocheng Guo, Kasim Selçuk Candan, Huan Liu:
Effects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and Implication. ICWSM 2022: 67-78
[c169]
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Paras Sheth, Ruocheng Guo, Kaize Ding, Lu Cheng, K. Selçuk Candan, Huan Liu:
Causal Disentanglement with Network Information for Debiased Recommendations. SISAP 2022: 265-273
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K. Selçuk Candan, Thang N. Dinh, My T. Thai, Takashi Washio:
IEEE International Conference on Data Mining Workshops, ICDM 2022 - Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022. IEEE 2022, ISBN 979-8-3503-4609-1 [contents]
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K. Selcuk Candan, Huan Liu, Leman Akoglu, Xin Luna Dong, Jiliang Tang:
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022. ACM 2022, ISBN 978-1-4503-9132-0 [contents]
[i7]
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Lu Cheng, Ruocheng Guo, Raha Moraffah, Paras Sheth, K. Selçuk Candan, Huan Liu:
Evaluation Methods and Measures for Causal Learning Algorithms. CoRR abs/2202.02896 (2022)
[i6]
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Paras Sheth, Ruocheng Guo, Lu Cheng, Huan Liu, K. Selçuk Candan:
Causal Disentanglement with Network Information for Debiased Recommendations. CoRR abs/2204.07221 (2022)
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Paras Sheth, Raha Moraffah, K. Selçuk Candan, Adrienne Raglin, Huan Liu:
Domain Generalization - A Causal Perspective. CoRR abs/2209.15177 (2022)
[i4]
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Guowen Li, Lingyu Ren, Yangyang Fu, Zhiyao Yang, Veronica Adetola, Jin Wen, Qi Zhu, Teresa Wu, K. Selçuk Candan, Zheng O'Neill:
A critical review of cyber-physical security for building automation systems. CoRR abs/2210.11726 (2022)
[i3]
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Yifan Hao, Huiping Cao, K. Selcuk Candan, Jiefei Liu, Huiying Chen, Ziwei Ma:
Class-Specific Attention (CSA) for Time-Series Classification. CoRR abs/2211.10609 (2022)
2021
[j75]
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Manoj Tiwaskar, Yash Garg, Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino:
Selego: robust variate selection for accurate time series forecasting. Data Min. Knowl. Discov. 35(5): 2141-2167 (2021)
[j74]
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K. Selçuk Candan, Guglielmo Faggioli, Nicola Ferro, Lorraine Goeuriot, Bogdan Ionescu, Alexis Joly, Birger Larsen, Maria Maistro, Henning Müller, Florina Piroi:
Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction. SIGIR Forum 55(2): 15:1-15:12 (2021)
[j73]
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Hans Walter Behrens, K. Selçuk Candan, Xilun Chen, Yash Garg, Mao-Lin Li, Xinsheng Li, Sicong Liu, Maria Luisa Sapino, Md Shadab, Dalton Turner, Magesh Vijayakumaren:
DataStorm: Coupled, Continuous Simulations for Complex Urban Environments. Trans. Data Sci. 2(3): 19:1-19:37 (2021)
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Mao-Lin Li, Francesco Di Mauro, K. Selçuk Candan, Maria Luisa Sapino:
Matrix Factorization with Interval-Valued Data. IEEE Trans. Knowl. Data Eng. 33(4): 1644-1658 (2021)
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Paras Sheth, Ujun Jeong, Ruocheng Guo, Huan Liu, K. Selçuk Candan:
CauseBox: A Causal Inference Toolbox for BenchmarkingTreatment Effect Estimators with Machine Learning Methods. CIKM 2021: 4789-4793
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Yash Garg, K. Selçuk Candan:
XM2A: Multi-Scale Multi-Head Attention with Cross-Talk for Multi-Variate Time Series Analysis. MIPR 2021: 151-157
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Mao-Lin Li, K. Selçuk Candan:
W2FM: The Doubly-Warped Factorization Machine. PAKDD (2) 2021: 485-497
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Ojas Pradhan, Jin Wen, Yimin Chen, Xing Lu, Mengyuan Chu, Yangyang Fu, Zheng O'Neill, Teresa Wu, K. Selcuk Candan:
Dynamic bayesian network-based fault diagnosis for ASHRAE guideline 36: high performance sequence of operation for HVAC systems. BuildSys 2021: 365-368
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K. Selçuk Candan, Bogdan Ionescu, Lorraine Goeuriot, Birger Larsen, Henning Müller, Alexis Joly, Maria Maistro, Florina Piroi, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings. Lecture Notes in Computer Science 12880, Springer 2021, ISBN 978-3-030-85250-4 [contents]
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Lu Cheng, Ruocheng Guo, Kasim Selçuk Candan, Huan Liu:
Effects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and Implication. CoRR abs/2110.01746 (2021)
2020
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K. Selçuk Candan, Marco Bertini, Xiao-Yong Wei, Lexing Xie:
Editorial for the ICMR 2019 special issue. Int. J. Multim. Inf. Retr. 9(1): 1-2 (2020)
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Lu Cheng, Jundong Li, K. Selçuk Candan, Huan Liu:
Tracking Disaster Footprints with Social Streaming Data. AAAI 2020: 370-377
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Hans Walter Behrens, K. Selçuk Candan:
Pando: Efficient Byzantine-Tolerant Distributed Sensor Fusion using Forest Ensembles. ICC 2020: 1-6
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Yash Garg, K. Selçuk Candan, Maria Luisa Sapino:
SAN : Scale-Space Attention Networks. ICDE 2020: 853-864
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Mao-Lin Li, Francesco Di Mauro, K. Selçuk Candan, Maria Luisa Sapino:
Matrix Factorization with Interval-Valued Data. ICDE 2020: 2042-2043
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Yash Garg, K. Selçuk Candan:
SDMA: Saliency-Driven Mutual Cross Attention for Multi-Variate Time Series. ICPR 2020: 7242-7249
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Ruocheng Guo, Jundong Li, Yichuan Li, K. Selçuk Candan, Adrienne Raglin, Huan Liu:
IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data. IJCAI 2020: 4534-4540
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Yash Garg, K. Selçuk Candan:
iSparse: Output Informed Sparsification of Neural Network. ICMR 2020: 180-188
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Hans Walter Behrens, K. Selçuk Candan:
Practical Security for Cooperative Ad Hoc Systems. PerCom Workshops 2020: 1-2
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Lu Cheng, Ruocheng Guo, K. Selçuk Candan, Huan Liu:
Representation Learning for Imbalanced Cross-Domain Classification. SDM 2020: 478-486
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Mao-Lin Li, K. Selçuk Candan, Maria Luisa Sapino:
GTT: Guiding the Tensor Train Decomposition. SISAP 2020: 187-202
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Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino:
Noise Adaptive Tensor Train Decomposition for Low-Rank Embedding of Noisy Data. SISAP 2020: 203-217
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Manjusha Ravindranath, K. Selçuk Candan, Maria Luisa Sapino:
M2NN: Rare Event Inference through Multi-variate Multi-scale Attention. SMDS 2020: 53-62

2010 – 2019

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2019
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Giulia Pedrielli, K. Selçuk Candan, Xilun Chen, Logan Mathesen, Alireza Inanlouganji, Jie Xu, Chun-Hung Chen, Loo Hay Lee:
Generalized Ordinal Learning Framework (GOLF) for Decision Making with Future Simulated Data. Asia Pac. J. Oper. Res. 36(6): 1940011:1-1940011:35 (2019)
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Giacomo Cavallo, Francesco Di Mauro, Paolo Pasteris, Maria Luisa Sapino, K. Selçuk Candan:
Crowd Sourced Semantic Enrichment (CroSSE) for knowledge driven querying of digital resources. J. Intell. Inf. Syst. 53(3): 453-480 (2019)
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Lu Cheng, Ruocheng Guo, Raha Moraffah, K. Selçuk Candan, Adrienne Raglin, Huan Liu:
A Practical Data Repository for Causal Learning with Big Data. Bench 2019: 234-248
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Nakul Chawla, Hans Walter Behrens, Darren Tapp, Dragan Boscovic, K. Selçuk Candan:
Velocity: Scalability Improvements in Block Propagation Through Rateless Erasure Coding. IEEE ICBC 2019: 447-454
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Xilun Chen, Logan Mathesen, Giulia Pedrielli, K. Selçuk Candan:
Complicacy-Guided Parameter Space Sampling for Knowledge Discovery with Limited Simulation Budgets. ICBK 2019: 50-57
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Rosaria Rossini, Silvestro Roberto Poccia, K. Selçuk Candan, Maria Luisa Sapino:
CA-Smooth: Content Adaptive Smoothing of Time Series Leveraging Locally Salient Temporal Features. MEDES 2019: 36-43
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Yash Garg, K. Selçuk Candan:
RACKNet: Robust Allocation of Convolutional Kernels in Neural Networks for Image Classification. ICMR 2019: 315-323
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Logan Mathesen, Kaushik Keezhnagar Chandrasekar, Xinsheng Li, Giulia Pedrielli, K. Selçuk Candan:
Subspace Communication Driven Search for High Dimensional Optimization. WSC 2019: 3528-3539
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Abdulmotaleb El-Saddik, Alberto Del Bimbo, Zhongfei Zhang, Alexander G. Hauptmann, K. Selçuk Candan, Marco Bertini, Lexing Xie, Xiao-Yong Wei:
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019. ACM 2019, ISBN 978-1-4503-6765-3 [contents]
2018
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Hans Behrens, K. Selçuk Candan, Xilun Chen, Ashish Gadkari, Yash Garg, Mao-Lin Li:
DataStorm-FE: A Data- and Decision-Flow and Coordination Engine for Coupled Simulation Ensembles. Proc. VLDB Endow. 11(12): 1906-1909 (2018)
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Sicong Liu, Silvestro Roberto Poccia, K. Selçuk Candan, Maria Luisa Sapino, Xiaolan Wang:
Robust Multi-Variate Temporal Features of Multi-Variate Time Series. ACM Trans. Multim. Comput. Commun. Appl. 14(1): 7:1-7:24 (2018)
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Xilun Chen, K. Selçuk Candan, Maria Luisa Sapino:
IMS-DTM: Incremental Multi-Scale Dynamic Topic Models. AAAI 2018: 5078-5085
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Parth Nagarkar, K. Selçuk Candan:
PSLSH: An Index Structure for Efficient Execution of Set Queries in High-Dimensional Spaces. CIKM 2018: 477-486
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Hans Walter Behrens, K. Selçuk Candan:
Lightweight Authentication for Fault-Tolerant Topic-Channels in Ad Hoc Distributed Systems. HPDC (Posters/Doctoral Consortium) 2018: 13-14
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Giacomo Cavallo, Francesco Di Mauro, Paolo Pasteris, Maria Luisa Sapino, Kasim Selçuk Candan:
Contextually-Enriched Querying of Integrated Data Sources. ICDE Workshops 2018: 9-16
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Xinsheng Li, Kasim Selçuk Candan, Maria Luisa Sapino:
M2TD: Multi-Task Tensor Decomposition for Sparse Ensemble Simulations. ICDE 2018: 1144-1155
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Hans Walter Behrens, Kasim Selçuk Candan:
Adversarially-Resistant On-Demand Topic Channels for Wireless Sensor Networks. SRDS 2018: 83-92
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Alfredo Cuzzocrea, James Allan, Norman W. Paton, Divesh Srivastava, Rakesh Agrawal, Andrei Z. Broder, Mohammed J. Zaki, K. Selçuk Candan, Alexandros Labrinidis, Assaf Schuster, Haixun Wang:
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018. ACM 2018, ISBN 978-1-4503-6014-2 [contents]
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K. Selçuk Candan, Maria Luisa Sapino:
Multimedia Data Querying. Encyclopedia of Database Systems (2nd ed.) 2018
2017
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Yu-Ru Lin, Hanghang Tong, Jie Tang, K. Selçuk Candan:
Guest Editorial: Big Scholar Data Discovery and Collaboration. IEEE Trans. Big Data 3(1): 2 (2017)
[c140]
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Paolo Casagranda, Maria Luisa Sapino, K. Selçuk Candan:
Context-Aware Proactive Personalization of Linear Audio Content. EDBT 2017: 574-577
[c139]
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Silvestro Roberto Poccia, Maria Luisa Sapino, Sicong Liu, Xilun Chen, Yash Garg, Shengyu Huang, Jung Hyun Kim, Xinsheng Li, Parth Nagarkar, K. Selçuk Candan:
SIMDMS: Data Management and Analysis to Support Decision Making through Large Simulation Ensembles. EDBT 2017: 582-585
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Jung Hyun Kim, Mao-Lin Li, K. Selçuk Candan, Maria Luisa Sapino:
Personalized PageRank in Uncertain Graphs with Mutually Exclusive Edges. SIGIR 2017: 525-534
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Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino:
nTD: Noise-Profile Adaptive Tensor Decomposition. WWW 2017: 243-252
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K. Selçuk Candan, Lei Chen, Torben Bach Pedersen, Lijun Chang, Wen Hua:
Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10177, Springer 2017, ISBN 978-3-319-55752-6 [contents]
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K. Selçuk Candan, Lei Chen, Torben Bach Pedersen, Lijun Chang, Wen Hua:
Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10178, Springer 2017, ISBN 978-3-319-55698-7 [contents]
2016
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Mijung Kim, K. Selçuk Candan:
Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient CP and tucker decompositions. Data Min. Knowl. Discov. 30(1): 1-46 (2016)
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Jung Hyun Kim, K. Selçuk Candan, Maria Luisa Sapino:
Locality-sensitive and Re-use Promoting Personalized PageRank computations. Knowl. Inf. Syst. 47(2): 261-299 (2016)
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Shengyu Huang, Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino:
Reducing seed noise in personalized PageRank. Soc. Netw. Anal. Min. 6(1): 6:1-6:25 (2016)
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Yu-Ru Lin, Hanghang Tong, Jie Tang, K. Selçuk Candan:
Guest Editorial: Big Scholar Data Discovery and Collaboration. IEEE Trans. Big Data 2(1): 1-2 (2016)
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Yu-Ru Lin, Hanghang Tong, Jie Tang, K. Selçuk Candan:
Guest Editorial: Special Issue on Big Scholar Data Discovery and Collaboration (Continued). IEEE Trans. Big Data 2(2): 100 (2016)
[j60]
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Jian Pei, Leman Akoglu, Hongrae Lee, Justin J. Levandoski, Xuelong Li, Rosa Meo, Carlos Ordonez, Jeff M. Phillips, Barbara Poblete, K. Selçuk Candan, Meng Wang, Ji-Rong Wen, Li Xiong, Wenjie Zhang:
EIC Editorial. IEEE Trans. Knowl. Data Eng. 28(10): 2535-2537 (2016)
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Shengyu Huang, K. Selçuk Candan, Maria Luisa Sapino:
BICP: Block-Incremental CP Decomposition with Update Sensitive Refinement. CIKM 2016: 1221-1230
[c135]
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Jung Hyun Kim, K. Selçuk Candan, Maria Luisa Sapino:
PageRank Revisited: On the Relationship between Node Degrees and Node Significances in Different Applications. EDBT/ICDT Workshops 2016
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Xinsheng Li, Shengyu Huang, K. Selçuk Candan, Maria Luisa Sapino:
2PCP: Two-phase CP decomposition for billion-scale dense tensors. ICDE 2016: 835-846
[c133]
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Francesco Di Mauro, Paolo Pasteris, Maria Luisa Sapino, K. Selçuk Candan, Giovanna Antonella Dino, Piergiorgio Rossetti:
CrowdSourced semantic enrichment for participatory e-Government. MEDES 2016: 82-89
2015
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K. Selçuk Candan, Christian S. Jensen, Manish Parashar, Kyung Dong Ryu, Heonyoung Yeom:
Cloud Engineering [Guest editors' introduction]. IEEE Cloud Comput. 2(5): 6-8 (2015)
[j58]
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Parth Nagarkar, K. Selçuk Candan, Aneesha Bhat:
Compressed Spatial Hierarchical Bitmap (cSHB) Indexes for Efficiently Processing Spatial Range Query Workloads. Proc. VLDB Endow. 8(12): 1382-1393 (2015)
[j57]
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Mithila Nagendra, K. Selçuk Candan:
Efficient Processing of Skyline-Join Queries over Multiple Data Sources. ACM Trans. Database Syst. 40(2): 10:1-10:46 (2015)
[c132]
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Sicong Liu, Yash Garg, K. Selçuk Candan, Maria Luisa Sapino, Gerardo Chowell-Puente:
NOTES2: Networks-of-Traces for Epidemic Spread Simulations. AAAI Workshop: Computational Sustainability 2015
[c131]
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Xilun Chen, K. Selçuk Candan, Maria Luisa Sapino, Paulo Shakarian:
KSGM: Keynode-driven Scalable Graph Matching. CIKM 2015: 1101-1110
[c130]
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Paolo Casagranda, Maria Luisa Sapino, K. Selçuk Candan:
Audio assisted group detection using smartphones. ICME Workshops 2015: 1-6
[c129]
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Dawei Zhou, Jingrui He, K. Selçuk Candan, Hasan Davulcu:
MUVIR: Multi-View Rare Category Detection. IJCAI 2015: 4098-4104
2014
[j56]
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Alberto Del Bimbo, K. Selçuk Candan, Yu-Gang Jiang, Jiebo Luo, Tao Mei, Nicu Sebe, Heng Tao Shen, Cees G. M. Snoek, Rong Yan:
Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval. IEEE Trans. Multim. 16(3): 586-587 (2014)
[c128]
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Shengyu Huang, Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino:
"Can you really trust that seed?": Reducing the impact of seed noise in personalized PageRank. ASONAM 2014: 216-223
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Xinsheng Li, Shengyu Huang, Kasim Selçuk Candan, Maria Luisa Sapino:
Focusing Decomposition Accuracy by Personalizing Tensor Decomposition (PTD). CIKM 2014: 689-698
[c126]
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Mijung Kim, K. Selçuk Candan:
Efficient Static and Dynamic In-Database Tensor Decompositions on Chunk-Based Array Stores. CIKM 2014: 969-978
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Xilun Chen, K. Selçuk Candan:
GI-NMF: Group Incremental Non-Negative Matrix Factorization on Data Streams. CIKM 2014: 1119-1128
[c124]
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Mijung Kim, K. Selçuk Candan:
TensorDB: In-Database Tensor Manipulation with Tensor-Relational Query Plans. CIKM 2014: 2039-2041
[c123]
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Parth Nagarkar, K. Selçuk Candan:
HCS: Hierarchical Cut Selection for Efficiently Processing Queries on Data Columns using Hierarchical Bitmap Indices. EDBT 2014: 271-282
[c122]
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Xiaolan Wang, K. Selçuk Candan, Maria Luisa Sapino:
Leveraging metadata for identifying local, robust multi-variate temporal (RMT) features. ICDE 2014: 388-399
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Xilun Chen, K. Selçuk Candan:
LWI-SVD: low-rank, windowed, incremental singular value decompositions on time-evolving data sets. KDD 2014: 987-996
[c120]
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Mijung Kim, K. Selçuk Candan:
Pushing-Down Tensor Decompositions over Unions to Promote Reuse of Materialized Decompositions. ECML/PKDD (1) 2014: 688-704
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K. Selçuk Candan, Sihem Amer-Yahia, Nicole Schweikardt, Vassilis Christophides, Vincent Leroy:
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), Athens, Greece, March 28, 2014. CEUR Workshop Proceedings 1133, CEUR-WS.org 2014 [contents]
2013
[j55]
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Mithila Nagendra, K. Selçuk Candan:
SkySuite: A Framework of Skyline-Join Operators for Static and Stream Environments. Proc. VLDB Endow. 6(12): 1266-1269 (2013)
[j54]
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Claudio Schifanella, K. Selçuk Candan, Maria Luisa Sapino:
Multiresolution Tensor Decompositions with Mode Hierarchies. ACM Trans. Knowl. Discov. Data 8(2): 10:1-10:38 (2013)
[c119]
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Jung Hyun Kim, K. Selçuk Candan, Maria Luisa Sapino:
LR-PPR: locality-sensitive, re-use promoting, approximate personalized pagerank computation. CIKM 2013: 1801-1806
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Jung Hyun Kim, Xilun Chen, K. Selçuk Candan, Maria Luisa Sapino:
Hive open research network platform. EDBT 2013: 733-736
[c117]
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Mithila Nagendra, K. Selçuk Candan:
Layered processing of skyline-window-join (SWJ) queries using iteration-fabric. ICDE 2013: 985-996
2012
[j53]
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Mario Cataldi, K. Selçuk Candan, Maria Luisa Sapino:
Narrative-based taxonomy distillation for effective indexing of text collections. Data Knowl. Eng. 72: 103-125 (2012)
[j52]
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Mijung Kim, K. Selçuk Candan:
SBV-Cut: Vertex-cut based graph partitioning using structural balance vertices. Data Knowl. Eng. 72: 285-303 (2012)
[j51]
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Claudio Schifanella, Maria Luisa Sapino, K. Selçuk Candan:
On context-aware co-clustering with metadata support. J. Intell. Inf. Syst. 38(1): 209-239 (2012)
[j50]
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K. Selçuk Candan, Rosaria Rossini, Maria Luisa Sapino, Xiaolan Wang:
sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments. Proc. VLDB Endow. 5(11): 1519-1530 (2012)
[j49]
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K. Selçuk Candan, Luigi Di Caro, Maria Luisa Sapino:
PhC: Multiresolution Visualization and Exploration of Text Corpora with Parallel Hierarchical Coordinates. ACM Trans. Intell. Syst. Technol. 3(2): 22:1-22:36 (2012)
[c116]
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Mijung Kim, K. Selçuk Candan:
Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient tensor decomposition. CIKM 2012: 355-364
[c115]
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Jung Hyun Kim, K. Selçuk Candan, Maria Luisa Sapino:
Impact neighborhood indexing (INI) in diffusion graphs. CIKM 2012: 2184-2188
[c114]
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K. Selçuk Candan, Rosaria Rossini, Maria Luisa Sapino, Xiaolan Wang:
STFMap: query- and feature-driven visualization of large time series data sets. CIKM 2012: 2743-2745
[c113]
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Mithila Nagendra, K. Selçuk Candan:
Skyline-sensitive joins with LR-pruning. EDBT 2012: 252-263
[c112]
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Songling Liu, Juan P. Cedeño, K. Selçuk Candan, Maria Luisa Sapino, Shengyu Huang, Xinsheng Li:
R2DB: A System for Querying and Visualizing Weighted RDF Graphs. ICDE 2012: 1313-1316
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K. Selçuk Candan, Yi Chen, Richard T. Snodgrass, Luis Gravano, Ariel Fuxman:
Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012. ACM 2012, ISBN 978-1-4503-1247-9 [contents]
[i1]
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K. Selçuk Candan, Rosaria Rossini, Maria Luisa Sapino, Xiaolan Wang:
sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments. CoRR abs/1208.0275 (2012)
2011
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K. Selçuk Candan, Jong Wook Kim, Parth Nagarkar, Mithila Nagendra, Renwei Yu:
RanKloud: Scalable Multimedia Data Processing in Server Clusters. IEEE Multim. 18(1): 64-77 (2011)
[j47]
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Yu-Ru Lin, K. Selçuk Candan, Hari Sundaram, Lexing Xie:
SCENT: Scalable compressed monitoring of evolving multirelational social networks. ACM Trans. Multim. Comput. Commun. Appl. 7(Supplement): 29 (2011)
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Luigi Di Caro, K. Selçuk Candan, Maria Luisa Sapino:
Navigating within news collections using tag-flakes. J. Vis. Lang. Comput. 22(2): 120-139 (2011)
[c111]
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Claudio Schifanella, K. Selçuk Candan, Maria Luisa Sapino:
Fast metadata-driven multiresolution tensor decomposition. CIKM 2011: 1275-1284
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Mijung Kim, Kasim Selçuk Candan:
Approximate tensor decomposition within a tensor-relational algebraic framework. CIKM 2011: 1737-1742
[c109]
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Huiping Cao, K. Selçuk Candan, Maria Luisa Sapino:
Skynets: searching for minimum trees in graphs with incomparable edge weights. CIKM 2011: 1775-1784
[c108]
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Sang Jeong Lee, Youngki Lee, Byoungjip Kim, Kasim Selçuk Candan, Yunseok Rhee, Junehwa Song:
High-performance composite event monitoring system supporting large numbers of queries and sources. DEBS 2011: 137-148
[c107]
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Xinxin Wang, K. Selçuk Candan, Junehwa Song:
Complex pattern ranking (CPR): evaluating top-k pattern queries over event streams. DEBS 2011: 279-290
[c106]
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Luigi Di Caro, Maria Luisa Sapino, K. Selçuk Candan:
Unraveling multi-dimensional data using pDView. EDBT 2011: 570-573
[c105]
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K. Selçuk Candan, Parth Nagarkar, Mithila Nagendra, Renwei Yu:
RanKloud: a scalable ranked query processing framework on hadoop. EDBT 2011: 574-577
[c104]
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Yu-Ru Lin, Vincent Oria, K. Selçuk Candan, Lyndon Kennedy, Dulce B. Ponceleon, Hari Sundaram, Rong Yan, Roger Zimmermann:
Job opportunities and career perspective for fresh graduates of the multimedia community. ACM Multimedia 2011: 599-600
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Juan P. Cedeño, K. Selçuk Candan:
R²DF framework for ranked path queries over weighted RDF graphs. WIMS 2011: 40
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K. Selçuk Candan, Sethuraman Panchanathan, Balakrishnan Prabhakaran, Hari Sundaram, Wu-chi Feng, Nicu Sebe:
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011. ACM 2011, ISBN 978-1-4503-0616-4 [contents]
2010
[j45]
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Mario Cataldi, Claudio Schifanella, K. Selçuk Candan:
Context-informed Knowledge Extraction from Document Collections to Support User Navigation. J. Multim. Process. Technol. 1(2): 74-94 (2010)
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Lina Peng, Renwei Yu, K. Selçuk Candan, Xinxin Wang:
Object and Combination Shedding Schemes for Adaptive Media Workflow Execution. IEEE Trans. Knowl. Data Eng. 22(1): 105-119 (2010)
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Jong Wook Kim, K. Selçuk Candan, Jun'ichi Tatemura:
Organization and Tagging of Blog and News Entries Based on Content Reuse. J. Signal Process. Syst. 58(3): 407-421 (2010)
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Mario Cataldi, K. Selçuk Candan, Maria Luisa Sapino:
ANITA: a narrative interpretation of taxonomies for their adaptation to text collections. CIKM 2010: 1781-1784
[c101]
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Xinxin Wang, K. Selçuk Candan:
Relevant shape contour snippet extraction with metadata supported hidden Markov models. CIVR 2010: 430-437
[c100]
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Huiping Cao, Yan Qi, K. Selçuk Candan, Maria Luisa Sapino:
Feedback-driven result ranking and query refinement for exploring semi-structured data collections. EDBT 2010: 3-14
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K. Selçuk Candan, Mario Cataldi, Maria Luisa Sapino:
Reducing metadata complexity for faster table summarization. EDBT 2010: 240-251
[c98]
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Munmun De Choudhury, Yu-Ru Lin, Hari Sundaram, K. Selçuk Candan, Lexing Xie, Aisling Kelliher:
How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media? ICWSM 2010

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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Syed Toufeeq Ahmed, K. Selçuk Candan, Sangwoo Han, Qi Yan:
Topic development pattern analysis-based adaptation of information spaces. New Rev. Hypermedia Multim. 15(1): 73-96 (2009)
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K. Selçuk Candan, Mehmet Emin Dönderler, Terri Hedgpeth, Jong Wook Kim, Qing Li, Maria Luisa Sapino:
SEA: Segment-enrich-annotate paradigm for adapting dialog-based content for improved accessibility. ACM Trans. Inf. Syst. 27(3): 15:1-15:45 (2009)
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K. Selçuk Candan, Alberto Del Bimbo, Carsten Griwodz, Alejandro Jaimes:
Introduction to the special section for the best papers of ACM multimedia 2008. ACM Trans. Multim. Comput. Commun. Appl. 5(3): 18:1-18:3 (2009)
[c97]
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Huiping Cao, Yan Qi, K. Selçuk Candan, Maria Luisa Sapino:
Exploring path query results through relevance feedback. CIKM 2009: 1959-1962
[c96]
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K. Selçuk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino:
AlphaSum: size-constrained table summarization using value lattices. EDBT 2009: 96-107
[c95]
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Tejas A. Bapat, K. Selçuk Candan, Venkata Snehith Cherukuri, Hari Sundaram:
AURA: Enabling Attribute-Based Spatial Search in RFID Rich Environments. ICDE 2009: 1211-1214
[c94]
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K. Selçuk Candan, Wen-Syan Li, Thomas Phan, Minqi Zhou:
Frontiers in Information and Software as Services. ICDE 2009: 1761-1768
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Syed Toufeeq Ahmed, K. Selçuk Candan, Suganthi Cidambaram, Shruti Gaur, Jong Wook Kim, Mijung Kim, Hari Sundaram, Xinxin Wang, Renwei Yu:
Enabling accessible interfaces to digital library content. ICME 2009: 1841-1842
[c92]
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Tejas A. Bapat, K. Selçuk Candan, Venkata Snehith Cherukuri, Hari Sundaram:
Information-Gradient Based Decentralized Data Management over RFID Tag Clouds. Mobile Data Management 2009: 72-81
[c91]
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Mario Cataldi, Claudio Schifanella, K. Selçuk Candan, Maria Luisa Sapino, Luigi Di Caro:
CoSeNa: a context-based search and navigation system. MEDES 2009: 218-225
[c90]
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Howard Leung, Cha Zhang, Qing Li, Rynson W. H. Lau, Benjamin W. Wah, Abdulmotaleb El-Saddik, K. Selçuk Candan, Irene Cheng:
ACM 2009 workshop on ambient media computing (AMC'09) overview. ACM Multimedia 2009: 1143-1144
[c89]
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Jong Wook Kim, K. Selçuk Candan:
PICC Counting: Who Needs Joins When You Can Propagate Efficiently?. SDM 2009: 756-767
[c88]
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Jong Wook Kim, K. Selçuk Candan:
Skip-and-prune: cosine-based top-k query processing for efficient context-sensitive document retrieval. SIGMOD Conference 2009: 115-126
[c87]
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Jong Wook Kim, K. Selçuk Candan, Jun'ichi Tatemura:
Efficient overlap and content reuse detection in blogs and online news articles. WWW 2009: 81-90
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Christopher B. Mayer, K. Selçuk Candan:
Large-Scale ASP Replication of Database-Driven Portals. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 1276-1284
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Lei Chen, Chengfei Liu, Xiao Zhang, Shan Wang, Darijus Strasunskas, Stein L. Tomassen, Jinghai Rao, Wen-Syan Li, K. Selçuk Candan, Dickson K. W. Chiu, Yi Zhuang, Clarence A. Ellis, Kwanghoon Pio Kim:
Advances in Web and Network Technologies, and Information Management, APWeb/WAIM 2009 International Workshops: WCMT 2009, RTBI 2009, DBIR-ENQOIR 2009, PAIS 2009, Suzhou, China, April 2-4, 2009, Revised Selected Papers. Lecture Notes in Computer Science 5731, Springer 2009, ISBN 978-3-642-03995-9 [contents]
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K. Selçuk Candan, Maria Luisa Sapino:
Multimedia Data Querying. Encyclopedia of Database Systems 2009: 1808-1814
2008
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Dirceu Cavendish, K. Selçuk Candan:
Distributed XML processing: Theory and applications. J. Parallel Distributed Comput. 68(8): 1054-1069 (2008)
[j38]
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Abdulmotaleb El-Saddik, Klaus Moessner, K. Selçuk Candan, Ben Liang, Jiangchuan Liu:
ACM/Springer Mobile Networks and Applications (MONET). Mob. Networks Appl. 13(6): 543-546 (2008)
[j37]
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Songting Chen, Hua-Gang Li, Jun'ichi Tatemura, Wang-Pin Hsiung, Divyakant Agrawal, K. Selçuk Candan:
Scalable Filtering of Multiple Generalized-Tree-Pattern Queries over XML Streams. IEEE Trans. Knowl. Data Eng. 20(12): 1627-1640 (2008)
[j36]
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K. Selçuk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino:
System support for exploration and expert feedback in resolving conflicts during integration of metadata. VLDB J. 17(6): 1407-1444 (2008)
[c86]
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Qing Li, K. Selçuk Candan, Qi Yan:
Extracting Relevant Snippets for Web Navigation. AAAI 2008: 1195-1200
[c85]
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Venkata Snehith Cherukuri, K. Selçuk Candan:
Propagation-vectors for trees (PVT): concise yet effective summaries for hierarchical data and trees. LSDS-IR 2008: 3-10
[c84]
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K. Selçuk Candan, Luigi Di Caro, Maria Luisa Sapino:
Creating tag hierarchies for effective navigation in social media. SSM 2008: 75-82
[c83]
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K. Selçuk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino:
Table summarization with the help of domain lattices. CIKM 2008: 1473-1474
[c82]
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Luping Ding, Songting Chen, Elke A. Rundensteiner, Jun'ichi Tatemura, Wang-Pin Hsiung, K. Selçuk Candan:
Runtime Semantic Query Optimization for Event Stream Processing. ICDE 2008: 676-685
[c81]
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Luigi Di Caro, K. Selçuk Candan, Maria Luisa Sapino:
Using tagflake for condensing navigable tag hierarchies from tag clouds. KDD 2008: 1069-1072
[c80]
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Shibo Wu, Kasim Selçuk Candan:
GPEB: Power-efficient geographic broadcasting in sensor networks. MASS 2008: 571-576
[c79]
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Andruid Kerne, Ron Wakkary, Frank Nack, Amanda Steggell, Alejandro Jaimes, K. Selçuk Candan, Alberto Del Bimbo, Pamela Jennings, Aleksandra Dulic:
Connecting artists and scientists in multimedia research. ACM Multimedia 2008: 1113-1114
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K. Selçuk Candan, Mario Cataldi, Maria Luisa Sapino, Claudio Schifanella:
Structure- and Extension-Informed Taxonomy Alignment. ODBIS 2008: 1-8
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Yan Qi, K. Selçuk Candan, Jun'ichi Tatemura, Songting Chen, Fenglin Liao:
Supporting OLAP operations over imperfectly integrated taxonomies. SIGMOD Conference 2008: 875-888
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Jun'ichi Tatemura, Songting Chen, Fenglin Liao, Oliver Po, K. Selçuk Candan, Divyakant Agrawal:
UQBE: uncertain query by example for web service mashup. SIGMOD Conference 2008: 1275-1280
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Abdulmotaleb El-Saddik, Son Vuong, Carsten Griwodz, Alberto Del Bimbo, K. Selçuk Candan, Alejandro Jaimes:
Proceedings of the 16th International Conference on Multimedia 2008, Vancouver, British Columbia, Canada, October 26-31, 2008. ACM 2008, ISBN 978-1-60558-303-7 [contents]
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Maria Luisa Sapino, K. Selçuk Candan:
Multimedia Information Systems. Encyclopedia of Multimedia 2008: 554-562
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K. Selçuk Candan:
Streaming Multimedia Information Processing. Encyclopedia of Multimedia 2008: 829-831
2007
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Shibo Wu, K. Selçuk Candan:
Power-aware single- and multipath geographic routing in sensor networks. Ad Hoc Networks 5(7): 974-997 (2007)
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Shibo Wu, K. Selçuk Candan:
Demand-scalable geographic multicasting in wireless sensor networks. Comput. Commun. 30(14-15): 2931-2953 (2007)
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Ping Lin, K. Selçuk Candan:
Enabling access-privacy for random walk based data analysis applications. Data Knowl. Eng. 63(3): 667-683 (2007)
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Wen-Syan Li, Divyakant Agrawal, K. Selçuk Candan, Yusuf Akca, Murat Kantarcioglu:
Virtual Active Network for Live Streaming Media Delivery. J. Interconnect. Networks 8(1): 45-74 (2007)
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K. Selçuk Candan, Wen-Syan Li, Divyakant Agrawal:
Improving User Response Times in Application Delivery Networks through Reduction of Network and Server Latencies. J. Interconnect. Networks 8(3): 181-208 (2007)
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Lina Peng, K. Selçuk Candan, Christopher B. Mayer, Karam S. Chatha, Kyung Dong Ryu:
Optimization of media processing workflows with adaptive operator behaviors. Multim. Tools Appl. 33(3): 245-272 (2007)
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Lina Peng, K. Selçuk Candan:
Data-quality Guided Load Shedding for Expensive In-Network Data Processing. ICDE 2007: 1325-1328
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Dirceu Cavendish, K. Selçuk Candan:
PASS Middleware for Distributed and Autonomous XML Message Processing. ICDE 2007: 1410-1413
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Lina Peng, K. Selçuk Candan:
Predictive Early Object Shedding in Media Processing Workflows. ICME 2007: 1191-1194
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Jong Wook Kim, K. Selçuk Candan, Jun'ichi Tatemura:
CDIP: Collection-Driven, yet Individuality-Preserving Automated Blog Tagging. ICSC 2007: 87-94
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Yan Qi, K. Selçuk Candan, Maria Luisa Sapino:
FICSR: feedback-based inconsistency resolution and query processing on misaligned data sources. SIGMOD Conference 2007: 151-162
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Jun'ichi Tatemura, Arsany Sawires, Oliver Po, Songting Chen, K. Selçuk Candan, Divyakant Agrawal, Maria Goveas:
Mashup Feeds: : continuous queries over web services. SIGMOD Conference 2007: 1128-1130
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Yan Qi, K. Selçuk Candan, Maria Luisa Sapino, Keith W. Kintigh:
Integrating and querying taxonomies with quest in the presence of conflicts. SIGMOD Conference 2007: 1153-1155
[c68]
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Yan Qi, K. Selçuk Candan, Maria Luisa Sapino:
Sum-Max Monotonic Ranked Joins for Evaluating Top-K Twig Queries on Weighted Data Graphs. VLDB 2007: 507-518
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Qing Li, K. Selçuk Candan, Yan Qi:
Extracting Relevant Snippets fromWeb Documents through Language Model based Text Segmentation. Web Intelligence 2007: 287-290
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Christopher B. Mayer, K. Selçuk Candan:
Large-Scale ASP Replication of Database-Driven Portals. Encyclopedia of Portal Technologies and Applications 2007: 532-537
2006
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K. Selçuk Candan, Jong Wook Kim, Huan Liu, Reshma Suvarna:
Discovering mappings in hierarchical data from multiple sources using the inherent structure. Knowl. Inf. Syst. 10(2): 185-210 (2006)
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K. Selçuk Candan, Augusto Celentano, Wolfgang Klas:
Introduction to special issue on the use of context in multimedia information systems. ACM Trans. Multim. Comput. Commun. Appl. 2(3): 173-176 (2006)
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Christopher B. Mayer, Judson C. Dressler, Felicia Harlow, Gregory J. Brault, K. Selçuk Candan:
Replicating Multi-quality Web Applications Using ACO and Bipartite Graphs. ANTS Workshop 2006: 270-281
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Jong Wook Kim, K. Selçuk Candan:
CP/CV: concept similarity mining without frequency information from domain describing taxonomies. CIKM 2006: 483-492
[c64]
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Lina Peng, Gisik Kwon, Yinpeng Chen, K. Selçuk Candan, Hari Sundaram, Karam S. Chatha, Maria Luisa Sapino:
Modular Design of Media Retrieval Workflows Using ARIA. CIVR 2006: 491-494
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Yan Qi, K. Selçuk Candan, Maria Luisa Sapino, Keith W. Kintigh:
QUEST: QUery-driven Exploration of Semistructured Data with ConflicTs and Partial Knowledge. CleanDB 2006
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Yan Qi, K. Selçuk Candan:
CUTS: CUrvature-based development pattern analysis and segmentation for blogs and other Text Streams. Hypertext 2006: 1-10
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Shibo Wu, K. Selçuk Candan:
GMP: Distributed Geographic Multicast Routing in Wireless Sensor Networks. ICDCS 2006: 49
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Ping Lin, K. Selçuk Candan:
Access-Private Outsourcing of Markov Chain and RandomWalk based Data Analysis Applications. ICDE Workshops 2006: 97
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K. Selçuk Candan, Gisik Kwon, Lina Peng, Maria Luisa Sapino:
Modeling Adaptive Media Processing Workflows. ICME 2006: 573-576
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Jong Wook Kim, K. Selçuk Candan:
Leveraging Structural Knowledge for Hierarchically-Informed Keyword Weight Propagation in the Web. WEBKDD 2006: 72-91
[c57]
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K. Selçuk Candan, Mehmet Emin Dönderler, Yan Qi, Jaikannan Ramamoorthy, Jong Wook Kim:
FMware: Middleware for Efficient Filtering and Matching of XML Messages with Local Data. Middleware 2006: 301-321
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Gisik Kwon, K. Selçuk Candan:
DANS: decentralized, autonomous, and networkwide service delivery and multimedia workflow processing. ACM Multimedia 2006: 549-558
[c55]
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Hua-Gang Li, Songting Chen, Jun'ichi Tatemura, Divyakant Agrawal, K. Selçuk Candan, Wang-Pin Hsiung:
Safety Guarantee of Continuous Join Queries over Punctuated Data Streams. VLDB 2006: 19-30
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Songting Chen, Hua-Gang Li, Jun'ichi Tatemura, Wang-Pin Hsiung, Divyakant Agrawal, K. Selçuk Candan:
Twig²Stack: Bottom-up Processing of Generalized-Tree-Pattern Queries over XML Documents. VLDB 2006: 283-294
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K. Selçuk Candan, Wang-Pin Hsiung, Songting Chen, Jun'ichi Tatemura, Divyakant Agrawal:
AFilter: Adaptable XML Filtering with Prefix-Caching and Suffix-Clustering. VLDB 2006: 559-570
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Arsany Sawires, Jun'ichi Tatemura, Oliver Po, Divyakant Agrawal, Amr El Abbadi, K. Selçuk Candan:
Maintaining XPath Views In Loosely Coupled Systems. VLDB 2006: 583-594
2005
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Ping Lin, K. Selçuk Candan:
Hiding Tree Structured Data and Queries from Untrusted Data Stores. Inf. Secur. J. A Glob. Perspect. 14(4): 10-26 (2005)
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K. Selçuk Candan, Prakash Yamuna:
Similarity-Based Retrieval of Temporal Specifications and its Application to the Retrieval of Multimedia Documents. Multim. Tools Appl. 27(1): 143-180 (2005)
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Lina Peng, K. Selçuk Candan:
Confidence-driven early object elimination in quality-aware sensor workflows. DMSN 2005: 45-51
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Liping Chen, K. Selçuk Candan, Jun'ichi Tatemura, Divyakant Agrawal, Dirceu Cavendish:
DHT overlay schemes for scalable p-range resource discovery. HPDC 2005: 297-298
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Wen-Syan Li, Vishal S. Batra, Vijayshankar Raman, Wei Han, K. Selçuk Candan, Inderpal Narang:
Load and Network Aware Query Routing for Information Integration. ICDE 2005: 927-938
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Lina Peng, K. Selçuk Candan:
Adaptive Multi-Sensor, Multi-Actuator Media Workflow System for Interactive Arts. ICDE Workshops 2005: 1171
[c47]
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Jun'ichi Tatemura, Oliver Po, Arsany Sawires, Divyakant Agrawal, K. Selçuk Candan:
WreC: A Scalable Middleware Architecture to Enable XML Caching for Web-Services. Middleware 2005: 124-143
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Lina Peng, Gisik Kwon, K. Selçuk Candan, Kyung Dong Ryu, Karam S. Chatha, Hari Sundaram, Yinpeng Chen:
Media processing workflow design and execution with ARIA. ACM Multimedia 2005: 800-801
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Liping Chen, K. Selçuk Candan, Jun'ichi Tatemura, Divyakant Agrawal, Dirceu Cavendish:
On Overlay Schemes to Support Point-in-Range Queries for Scalable Grid Resource Discovery. Peer-to-Peer Computing 2005: 23-30
[c44]
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Arsany Sawires, Jun'ichi Tatemura, Oliver Po, Divyakant Agrawal, K. Selçuk Candan:
Incremental Maintenance of Path Expression Views. SIGMOD Conference 2005: 443-454
[c43]
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Jong Wook Kim, K. Selçuk Candan, Mehmet Emin Dönderler:
Topic segmentation of message hierarchies for indexing and navigation support. WWW 2005: 322-331
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K. Selçuk Candan, Augusto Celentano:
Advances in Multimedia Information Systems, 11th International Workshop, MIS 2005, Sorrento, Italy, September 19-21, 2005, Proceedings. Lecture Notes in Computer Science 3665, Springer 2005, ISBN 3-540-28792-2 [contents]
2004
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Wen-Syan Li, K. Selçuk Candan, Wei-Kuang Waine Huang:
Acceleration and Monitoring of Data Center-Hosted Distributed Database-Driven Web Applications. Concurr. Eng. Res. Appl. 12(3): 205-220 (2004)
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Wen-Syan Li, Wang-Pin Hsiung, K. Selçuk Candan:
Multitiered Cache Management and Acceleration for Database-Driven Websites. Concurr. Eng. Res. Appl. 12(3): 221-235 (2004)
[j23]
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Lakshmi Priya Mahalingam, K. Selçuk Candan:
Multi-Criteria Query Optimization in the Presence of Result Size and Quality Tradeoffs. Multim. Tools Appl. 23(3): 167-183 (2004)
[j22]
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Christopher B. Mayer, K. Selçuk Candan, Venkatesh Sangam:
Effects of User Request Patterns on a Multimedia Delivery System. Multim. Tools Appl. 24(3): 233-251 (2004)
[c42]
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Shibo Wu, K. Selçuk Candan:
GPER: Geographic Power Efficient Routing in Sensor Networks. ICNP 2004: 161-172
[c41]
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K. Selçuk Candan, Lina Peng, Kyung Dong Ryu, Karam S. Chatha, Christopher B. Mayer:
Efficient Stream Routing in Quality- and Resource-Adaptive Flow Architectures. Multimedia Information Systems 2004: 30-39
[c40]
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K. Selçuk Candan, Nikhil Iyer:
Server Replication in Interactive, Push-Based Data Delivery Networks. Multimedia Information Systems 2004: 50-59
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Lina Peng, K. Selçuk Candan, Kyung Dong Ryu, Karam S. Chatha, Hari Sundaram:
ARIA: an adaptive and programmable media-flow architecture for interactive arts. ACM Multimedia 2004: 532-535
[c38]
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Ping Lin, K. Selçuk Candan:
Secure and Privacy Preserving Outsourcing of Tree Structured Data. Secure Data Management 2004: 1-17
[c37]
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Ping Lin, K. Selçuk Candan:
Hiding Traversal of Tree Structured Data from Untrusted Data Stores. WOSIS 2004: 314-323
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Wen-Syan Li, Wang-Pin Hsiung, Oliver Po, Koji Hino, K. Selçuk Candan, Divyakant Agrawal:
Challenges and practices in deploying web acceleration solutions for distributed enterprise systems. WWW 2004: 297-308
2003
[j21]
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Wen-Syan Li, Oliver Po, Wang-Pin Hsiung, K. Selçuk Candan, Divyakant Agrawal:
Freshness-driven adaptive caching for dynamic content Web sites. Data Knowl. Eng. 47(2): 269-296 (2003)
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Wen-Syan Li, Oliver Po, Wang-Pin Hsiung, K. Selçuk Candan, Divyakant Agrawal:
Corrigendum to: "Freshness-driven adaptive caching for dynamic content web sites" [Data & Knowledge Engineering 47 (2) (2003) 269-296]. Data Knowl. Eng. 47(2): 297 (2003)
[j19]
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Mario A. Nascimento, K. Selçuk Candan, Noboru Babaguchi:
Guest Editorial: Best Papers of the ACM Multimedia 2001 Workshop on Multimedia Information Retrieval. Multim. Tools Appl. 21(1): 5-7 (2003)
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Wen-Syan Li, Oliver Po, Wang-Pin Hsiung, K. Selçuk Candan, Divyakant Agrawal:
Freshness-driven Adaptive Caching for Dynamic Content. DASFAA 2003: 203-212
[c34]
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Ping Lin, K. Selçuk Candan:
Hiding Traversal of Tree Structured Data from Untrusted Data Stores. ISI 2003: 385
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Ping Lin, K. Selçuk Candan, Rida A. Bazzi, Zhichao Liu:
Hiding Data and Code Security for Application Hosting Infrastructure. ISI 2003: 388
[c32]
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Christopher B. Mayer, K. Selçuk Candan, Venkatesh Sangam:
Effects of User Patterns on a Multimedia Delivery System. Multimedia Information Systems 2003: 23-34
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Venkatesh Sangam, Christopher B. Mayer, K. Selçuk Candan:
Fairly Redistributing Failed Server Load in a Distributed System. OTM Workshops 2003: 871-884
[c30]
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Wen-Syan Li, Oliver Po, Wang-Pin Hsiung, K. Selçuk Candan, Divyakant Agrawal, Yusuf Akca, Kunihiro Taniguchi:
CachePortal II: Acceleration of Very Large Scale Data Center-Hosted Database-driven Web Applications. VLDB 2003: 1109-1112
[c29]
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Wen-Syan Li, Oliver Po, Wang-Pin Hsiung, K. Selçuk Candan, Divyakant Agrawal:
Engineering and hosting adaptive freshness-sensitive web applications on data centers. WWW 2003: 587-598
2002
[j18]
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K. Selçuk Candan, Wen-Syan Li:
Reasoning for Web document associations and its applications in site map construction. Data Knowl. Eng. 43(2): 121-150 (2002)
[j17]
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Wen-Syan Li, Wang-Pin Hsiung, Oliver Po, K. Selçuk Candan, Divyakant Agrawal:
Evaluations of architectural designs and implementation for database-driven web sites. Data Knowl. Eng. 43(2): 151-177 (2002)
[j16]
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Wen-Syan Li, K. Selçuk Candan, Quoc Vu, Divyakant Agrawal:
Query Relaxation by Structure and Semantics for Retrieval of Logical Web Documents. IEEE Trans. Knowl. Data Eng. 14(4): 768-791 (2002)
[j15]
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Wen-Syan Li, Junho Shim, K. Selçuk Candan:
WebDB: A System for Querying Semi-structured Data on the Web. J. Vis. Lang. Comput. 13(1): 3-33 (2002)
[c28]
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K. Selçuk Candan, Divyakant Agrawal, Wen-Syan Li, Oliver Po, Wang-Pin Hsiung:
View Invalidation for Dynamic Content Caching in Multitiered Architectures. VLDB 2002: 562-573
[c27]
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Wen-Syan Li, Wang-Pin Hsiung, Dmitri V. Kalashnikov, Radu Sion, Oliver Po, Divyakant Agrawal, K. Selçuk Candan:
Issues and Evaluations of Caching Solutions for Web Application Acceleration. VLDB 2002: 1019-1030
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Michael G. Wagner, K. Selçuk Candan, Matthew Beitler:
Proceedings of the Seventh International Conference on 3D Web Technology, Web3D 2002, Tempe Mission Palms, Tempe, Arizona, USA, February 24-28, 2002. ACM 2002, ISBN 1-58113-468-1 [contents]
2001
[j14]
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K. Selçuk Candan, Wen-Syan Li:
On Similarity Measures for Multimedia Database Applications. Knowl. Inf. Syst. 3(1): 30-51 (2001)
[j13]
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K. Selçuk Candan, Huan Liu, Reshma Suvarna:
Resource Description Framework: Metadata and Its Applications. SIGKDD Explor. 3(1): 6-19 (2001)
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Wen-Syan Li, K. Selçuk Candan, Kyoji Hirata, Yoshinori Hara:
Supporting efficient multimedia database exploration. VLDB J. 9(4): 312-326 (2001)
[c26]
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K. Selçuk Candan, Wen-Syan Li:
Discovering Web Document Associations for Web Site Summarization. DaWaK 2001: 152-161
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Wen-Syan Li, K. Selçuk Candan, Wang-Pin Hsiung, Oliver Po, Divyakant Agrawal:
Engineering High Performance Database-Driven E-commerce Web Sites through Dynamic Content Caching. EC-Web 2001: 250-259
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Lakshmi Priya Mahalingam, K. Selçuk Candan:
Query Optimization in the Presence of Top-k Predicates. Multimedia Information Systems 2001: 31-40
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K. Selçuk Candan, Wen-Syan Li, Qiong Luo, Wang-Pin Hsiung, Divyakant Agrawal:
Enabling Dynamic Content Caching for Database-Driven Web Sites. SIGMOD Conference 2001: 532-543
[c22]
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Wen-Syan Li, K. Selçuk Candan, Wang-Pin Hsiung, Oliver Po, Divyakant Agrawal, Qiong Luo, Wei-Kuang Waine Huang, Yusuf Akca, Cemal Yilmaz:
Cache Portal: Technology for Accelerating Database-driven e-commerce Web Sites. VLDB 2001: 699-700
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K. Selçuk Candan, Wen-Syan Li:
Discovering Web Document Associations for Web Site Summarization. WWW Posters 2001
[c20]
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Wen-Syan Li, K. Selçuk Candan, Wang-Pin Hsiung, Divyakant Agrawal, Qiong Luo, Wei-Kuang Wayne Huang, Yusuf Akca, Cemal Yilmaz:
Web Acceleration for Electronic Commerce Applications. WWW Posters 2001
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Wen-Syan Li, K. Selçuk Candan, Quoc Vu, Divyakant Agrawal:
Retrieving and organizing web pages by "information unit". WWW 2001: 230-244
2000
[j11]
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K. Selçuk Candan, Wen-Syan Li, M. Lakshmi Priya:
Similarity-based ranking and query processing in multimedia databases. Data Knowl. Eng. 35(3): 259-298 (2000)
[j10]
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K. Selçuk Candan, Eric Lemar, V. S. Subrahmanian:
View Management in Multimedia Databases. VLDB J. 9(2): 131-153 (2000)
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Prakash Yamuna, K. Selçuk Candan:
Similarity-based retrieval of temporal documents. ACM Multimedia Workshops 2000: 243-246
[c17]
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Arunabha Sen, K. Selçuk Candan, Afonso Ferreira, Bruno Beauquier, Stephane Perennes:
On Shortest Path Problems with "Non-Markovian" Link Contribution to Path Lengths. NETWORKING 2000: 859-870
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K. Selçuk Candan, Wen-Syan Li:
Using Random Walks for Mining Web Document Associations. PAKDD 2000: 294-305

1990 – 1999

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1999
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Wen-Syan Li, K. Selçuk Candan:
Integrating content search with structure analysis for hypermedia retrieval and management. ACM Comput. Surv. 31(4es): 13 (1999)
[j8]
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Wen-Syan Li, K. Selçuk Candan:
SEMCOG: A Hybrid Object-based Image and Video Database System and Its Modeling, Language, and Query Processing. Theory Pract. Object Syst. 5(3): 163-180 (1999)
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K. Selçuk Candan, Yifeng Yang:
Least-Cost High-Quality Object Retrieval for Distributed Multimedia Collaborations. ICMCS, Vol. 1 1999: 649-654
1998
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Wen-Syan Li, K. Selçuk Candan, Kyoji Hirata, Yoshinori Hara:
Hierarchical Image Modeling for Object-Based Media Retrieval. Data Knowl. Eng. 27(2): 139-176 (1998)
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K. Selçuk Candan, B. Prabhakaran, V. S. Subrahmanian:
Collaborative multimedia documents: Authoring and presentation. Int. J. Intell. Syst. 13(12): 1059-1111 (1998)
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K. Selçuk Candan, B. Prabhakaran, V. S. Subrahmanian:
Retrieval Schedules Based on Resource Availability and Flexible Presentation Specifications. Multim. Syst. 6(4): 232-250 (1998)
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K. Selçuk Candan, Eenjun Hwang, V. S. Subrahmanian:
An Event-Based Model for Continous Media Data on Heterogeneous Disk Servers. Multim. Syst. 6(4): 251-270 (1998)
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K. Selçuk Candan, P. Venkat Rangan, V. S. Subrahmanian:
Collaborative Multimedia Systems: Synthesis of Media Objects. IEEE Trans. Knowl. Data Eng. 10(3): 433-457 (1998)
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Wen-Syan Li, Junho Shim, K. Selçuk Candan, Yoshinori Hara:
WebDB: A Web Query System and Its Modeling, Language, and Implementation. ADL 1998: 216-227
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Wen-Syan Li, K. Selçuk Candan:
SEMCOG: A Hybrid Object-based Image Database System and Its Modeling, Language, and Query Processing. ICDE 1998: 284-291
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K. Selçuk Candan, Eric Lemar, V. S. Subrahmanian:
Management and Rendering of Multimedia Views. Multimedia Information Systems 1998: 45-56
1997
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K. Selçuk Candan, John Grant, V. S. Subrahmanian:
A Unified Treatment of Null Values Using Constraints. Inf. Sci. 98(1-4): 99-156 (1997)
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Wen-Syan Li, K. Selçuk Candan, Kyoji Hirata, Yoshinori Hara:
IFQ: A Visual Query Interface for Object-based Image Retrieval. CHI Extended Abstracts 1997: 32-33
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Wen-Syan Li, K. Selçuk Candan, Kyoji Hirata, Yoshinori Hara:
IFQ: A Visual Query Interface and Query Generator for Object-Based Media Retrieval. ICMCS 1997: 353-361
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Wen-Syan Li, Yoshinori Hara, Nancy Fix, K. Selçuk Candan, Kyoji Hirata, Sougata Mukherjea:
Brokerage Architecture for Stock Photo Industry. RIDE 1997: 91-100
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Wen-Syan Li, K. Selçuk Candan, Kyoji Hirata:
SEMCOG: an integration of SEMantics and COGnition-based approaches for image retrieval. SAC 1997: 136-143
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Wen-Syan Li, K. Selçuk Candan, Kyoji Hirata, Yoshinori Hara:
SEMCOG: An Object-based Image Retrieval System and Its Visual Query Interface. SIGMOD Conference 1997: 521-524
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Wen-Syan Li, K. Selçuk Candan, Kyoji Hirata, Yoshinori Hara:
Facilitating Multimedia Database Exploration through Visual Interfaces and Perpetual Query Reformulations. VLDB 1997: 538-547
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Wen-Syan Li, K. Selçuk Candan, Kyoji Hirata, Yoshinori Hara:
A Hybrid Approach to Multimedia Database Systems through Integration of Semantics and Media-based Search. WWCA 1997: 182-197
1996
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Sibel Adali, K. Selçuk Candan, Su-Shing Chen, Kutluhan Erol, V. S. Subrahmanian:
The Advanced Video Information System: Data Structures and Query Processing. Multim. Syst. 4(4): 172-186 (1996)
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K. Selçuk Candan, Sushil Jajodia, V. S. Subrahmanian:
Secure Mediated Databases. ICDE 1996: 28-37
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K. Selçuk Candan, V. S. Subrahmanian, P. Venkat Rangan:
Towards a Theory of Collaborative Multimedia. ICMCS 1996: 279-282
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K. Selçuk Candan, B. Prabhakaran, V. S. Subrahmanian:
CHIMP: A Framework for Supporting Distributed Multimedia Document Authoring and Presentation. ACM Multimedia 1996: 329-340
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Sibel Adali, K. Selçuk Candan, Yannis Papakonstantinou, V. S. Subrahmanian:
Query Caching and Optimization in Distributed Mediator Systems. SIGMOD Conference 1996: 137-148
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Ross Cutler, K. Selçuk Candan:
Multimedia Athoring Systems. Multimedia Database System: Issues and Research Direction 1996: 279-296

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