Table of Contents

• Inner Attention Based bi-LSTMs with Indexing for non-Factoid Question AnsweringAkshay Sharma, Chetan Harithas. 1-7 [doi]
• Localized Deep Norm-CNN Structure for Face VerificationAdil Al-Azzawi, Hasanain Al-Sadr, Jianlin Cheng, Tony X. Han. 8-15 [doi]
• Dynamic Analysis of Executables to Detect and Characterize MalwareMichael R. Smith, Joe Ingram, Christopher C. Lamb, Timothy Draelos, Justin E. Doak, James B. Aimone, Conrad D. James. 16-22 [doi]
• Prediction of Sorghum Bicolor Genotype from In-Situ Images Using Autoencoder-Identified SNPsMihael Cudic, Harjatin Singh Baweja, Tanvir Parhar, Stephen Nuske. 23-31 [doi]
• Actionable Pattern Mining - A Scalable Data Distribution Method Based on Information GranulesArunkumar Bagavathi, Abhishek Tripathi, Angelina A. Tzacheva, Zbigniew W. Ras. 32-39 [doi]
• Recursive Feature Elimination by Sensitivity TestingNicholas Sean Escanilla, Lisa Hellerstein, Ross Kleiman, Zhaobin Kuang, James Shull, David Page. 40-47 [doi]
• Reinforcement Learning Algorithms for Uncertain, Dynamic, Zero-Sum GamesSnehasis Mukhopadhyay, Omkar J. Tilak, Subir Chakrabarti. 48-54 [doi]
• Exploring Sentence Vector Spaces through Automatic SummarizationAdly Templeton, Jugal Kalita. 55-60 [doi]
• Trademark Design Code Identification Using Deep Neural NetworksGirish J. Showkatramani, Nidhi Khatri, Arlene Landicho, Darwin Layog. 61-65 [doi]
• A Multi-objective Rule Optimizer with an Application to Risk ManagementPietari Pulkkinen, Neetesh Tiwari, Akhil Kumar 0005, Christopher Jones. 66-72 [doi]
• Learning to Fingerprint the Latent Structure in Question ArticulationRavindra Guntur, Mrityunjay Kumar. 73-80 [doi]
• Time Series Prediction of Agricultural Products Price Based on Time Alignment of Recurrent Neural NetworksKoichi Kurumatani. 81-88 [doi]
• DeepHCF: A Deep Learning Based Hybrid Collaborative Filtering Approach for Recommendation SystemsMeshal Alfarhood, Jianlin Cheng. 89-96 [doi]
• Financial Markets Prediction with Deep LearningJia Wang, Tong Sun, Benyuan Liu, Yu Cao, Degang Wang. 97-104 [doi]
• ROI Detection in Mammogram Images Using Wavelet-Based Haralick and HOG FeaturesSena Busra Yengec Tasdemir, Kasim Tasdemir, Zafer Aydin. 105-109 [doi]
• Forecasting Residential Energy Consumption: Single Household PerspectiveXiaoou Monica Zhang, Katarina Grolinger, Miriam A. M. Capretz, Luke Seewald. 110-117 [doi]
• Neural Fingerprint EnhancementEdward Raff. 118-124 [doi]
• Future Trajectory Prediction via RNN and Maximum Margin Inverse Reinforcement LearningDooseop Choi, Taeg-Hyun An, Kyounghwan Ahn, JeongDan Choi. 125-130 [doi]
• Towards Semi-Supervised Classification of Event Streams via Denoising AutoencodersSebastian Kauschke, Max Mühlhäuser, Johannes Fürnkranz. 131-136 [doi]
• CURE-OR: Challenging Unreal and Real Environments for Object RecognitionDogancan Temel, Jinsol Lee, Ghassan Alregib. 137-144 [doi]
• Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled DataKrishanu Sarker, Mohamed Masoud, Saeid Belkasim, Shihao Ji. 145-151 [doi]
• Sparse Kernel PCA for Outlier DetectionRudrajit Das, Aditya Golatkar, Suyash P. Awate. 152-157 [doi]
• Deep Bayesian Active Semi-Supervised LearningMatthias Rottmann, Karsten Kahl, Hanno Gottschalk. 158-164 [doi]
• Machine Learning for US Army UAVs Sustainment: Assessing Effect of Sensor Frequency and Placement on Damage Information in the Ultrasound SignalsRama Valisetty, Robert Haynes, Raju Namburu, Michael Lee. 165-172 [doi]
• Interactive Evaluation of Classifiers Under Limited ResourcesSabit Hassan, Shaden Shaar, Bhiksha Raj, Saquib Razak. 173-180 [doi]
• Machine Learning for Classification of Inhibitors of Hepatic Drug TransportersNatalia Khuri, Shantanu Deshmukh. 181-186 [doi]
• Network Traffic Prediction Using Recurrent Neural NetworksNipun Ramakrishnan, Tarun Soni. 187-193 [doi]
• Document Retrieval for Biomedical Question Answering with Neural Sentence MatchingJiho Noh, Ramakanth Kavuluru. 194-201 [doi]
• Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture RecognitionHan Zou, Jianfei Yang, Yuxun Zhou, Costas J. Spanos. 202-207 [doi]
• Encoding Motion Primitives for Autonomous Vehicles Using Virtual Velocity Constraints and Neural Network SchedulingMogens Graf Plessen. 208-215 [doi]
• Constrained Sparse Dynamic Time WarpingYoungHa Hwang, Saul B. Gelfand. 216-222 [doi]
• On the Performance Analysis of APIs Recognizing Emotions from Video Images of Facial ExpressionsAnanya Bhattacharjee, Tanmoy Pias, Mahathir Ahmad, Ashikur Rahman. 223-230 [doi]
• Application of open Source Deep Neural Networks for Object Detection in Industrial EnvironmentsChristian Poss, Olim Ibragimov, Anoshan Indreswaran, Nils Gutsche, Thomas Irrenhauser, Marco Prueglmeier, Daniel Göhring. 231-236 [doi]
• Elastic Time Series Motifs and DiscordsDiego Furtado Silva, Gustavo E. A. P. A. Batista. 237-242 [doi]
• Time Series Neural Networks for Real Time Sign Language TranslationSujay S. Kumar, Tenzin Wangyal, Varun Saboo, Ramamoorthy Srinath. 243-248 [doi]
• Fine-Grained Image Classification via Spatial Saliency ExtractionJuntan Zhang, Feng-Wen Sun, Jie Song, Adam Von Ancken, Richard Zhai. 249-255 [doi]
• Using Multi-task and Transfer Learning to Solve Working Memory TasksT. S. Jayram, Tomasz Kornuta, Ryan L. McAvoy, Ahmet S. Ozcan. 256-263 [doi]
• Flexible Selecting of Style to Content Ratio in Neural Style TransferTaehee Jeong, Anubha Mandal. 264-269 [doi]
• An RNN-LSTM Based Flavor Recommender Framework in Hybrid CloudE. G. Radhika, Sudha G. Sadhasivam. 270-277 [doi]
• Learning in a Continuous-Valued Attractor NetworkBaram Sosis, Garrett E. Katz, James A. Reggia. 278-284 [doi]
• Convolutional Neural Networks for Automatic Threat Detection in Security X-Ray ImagesTrevor Morris, Tiffany Chien, Eric Goodman. 285-292 [doi]
• Q-Learning Acceleration via State-Space PartitioningHaoran Wei, Kevin Corder, Keith Decker. 293-298 [doi]
• Machine Learning with Certainty: A Requirement for Intelligent Process AutomationEric Chalmers. 299-304 [doi]
• Classifying Eligibility Criteria in Clinical Trials Using Active Deep LearningChing-Hua Chuan. 305-310 [doi]
• CrescendoNet: A New Deep Convolutional Neural Network with Ensemble BehaviorXiang Zhang, Nishant Vishwamitra, Hongxin Hu, Feng Luo 0001. 311-317 [doi]
• Adam Induces Implicit Weight Sparsity in Rectifier Neural NetworksAtsushi Yaguchi, Taiji Suzuki, Wataru Asano, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa. 318-325 [doi]
• An Application of Generative Adversarial Networks for Super Resolution Medical ImagingRewa Sood, Binit Topiwala, Karthik Choutagunta, Rohit Sood, Mirabela Rusu. 326-331 [doi]
• Direct-to-Patient Survey for Diagnosis of Benign Paroxysmal Positional VertigoHeidi Richburg, Richard J. Povinelli, David Friedland. 332-337 [doi]
• Improving Multi-modal Optimization Restart Strategy Through Multi-armed BanditAmaury Dubois, Julien Dehos, Fabien Teytaud. 338-343 [doi]
• Detecting Different Types of Concept Drifts with Ensemble FrameworkHanqing Hu, Mehmed Kantardzic, Lingyu Lyu. 344-350 [doi]
• Deep Convolution Neural Network Model to Predict Relapse in Breast CancerAlokkumar Jha, Ghanshyam Verma, Yasar Khan, Qaiser Mehmood, Dietrich Rebholz-Schuhmann, Ratnesh Sahay. 351-358 [doi]
• Supervised Max Hashing for Similarity Image RetrievalAli Al Kobaisi, Pawel Wocjan. 359-365 [doi]
• Auction Fraud Classification Based on Clustering and Sampling TechniquesFarzana Anowar, Samira Sadaoui, Malek Mouhoub. 366-371 [doi]
• Towards Affect Recognition through Interactions with Learning MaterialsEsam Ghaleb, Mirela Popa, Enrique Hortal, Stylianos Asteriadis, Gerhard Weiss. 372-379 [doi]
• Evaluation of a New Kernel-Based Classifier in Eye Pupil DetectionPedro Henriquer Barbosa Monforte, Gabriel Matos Araujo, Amaro Azevedo de Lima. 380-385 [doi]
• Graph Neural Networks for IceCube Signal ClassificationNicholas Choma, Federico Monti, Lisa Gerhardt, Tomasz Palczewski, Zahra Ronaghi, Prabhat, Wahid Bhimji, Michael M. Bronstein, Spencer R. Klein, Joan Bruna. 386-391 [doi]
• GAN-Based Super Resolution for Accurate 3D Surface Reconstruction from Light Field Skin Images Towards Haptic PalpationMyeongseob Ko, Donghyun Kim, Kwangtaek Kim. 392-397 [doi]
• Cognitive-Assisted Interactive Labeling of Skin Lesions and Blood CellsFrancois P. S. Luus, Ismail Akhalwaya, Naweed Khan. 398-405 [doi]
• Detecting Star Cracks in Topography Images of Specular Back Surfaces of Structured WafersCorinna Kofler, Robert Muhr, Gunter Spöck. 406-412 [doi]
• A Rule-Based Classifier with Accurate and Fast Rule Term Induction for Continuous AttributesManal Almutairi, Frederic T. Stahl, Max Bramer. 413-420 [doi]
• Using Discriminative Graphical Models for Insurance Recommender SystemsTeja Kanchinadam, Maleeha Qazi, Joseph Bockhorst, Mary Y. Morell, Katie J. Meissner, Glenn Fung. 421-428 [doi]
• A Monte Carlo Tree Search Approach to Learning Decision TreesCecília Nunes, Mathieu De Craene, Hélène Langet, Oscar Camara, Anders Jonsson. 429-435 [doi]
• An Approximative Bayes-Optimal Kernel Classifier Based on Version Space ReductionKaren Braga Enes, Saulo Moraes Villela, Gisele Lobo Pappa, Raul Fonseca Neto. 436-442 [doi]
• Analysis of Memory Capacity for Deep Echo State NetworksXuanlin Liu, Mingzhe Chen, Changchuan Yin, Walid Saad. 443-448 [doi]
• Detecting Compromised Implicit Association Test Results Using Supervised LearningBrendon Boldt, Zack While, Eric Breimer. 449-453 [doi]
• Sonar-to-Satellite Translation using Deep LearningGiovanni G. Giacomo, Matheus Machado dos Santos, Paulo Drews Jr., Silvia S. C. Botelho. 454-459 [doi]
• Deep Reinforcement Learning for Fairness in Distributed Robotic Multi-type Resource AllocationQinyun Zhu, Jae C. Oh. 460-466 [doi]
• Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain AdaptationYi-Wei Chen, Yi-Hsuan Yang, Homer H. Chen. 467-472 [doi]
• Multi-stream Convolutional Neural Networks for Action Recognition in Video Sequences Based on Adaptive Visual RhythmsDarwin Ttito Concha, Helena de Almeida Maia, Hélio Pedrini, Hemerson Tacon, Andre de Souza Brito, Hugo De Lima Chaves, Marcelo Bernardes Vieira. 473-480 [doi]
• MedAL: Accurate and Robust Deep Active Learning for Medical Image AnalysisAsim Smailagic, Pedro Costa 0005, Hae Young Noh, Devesh Walawalkar, Kartik Khandelwal, Adrian Galdran, Mostafa Mirshekari, Jonathon Fagert, Susu Xu, Pei Zhang, Aurélio J. C. Campilho. 481-488 [doi]
• A Persona-Based Multi-turn Conversation Model in an Adversarial Learning FrameworkOluwatobi Olabiyi, Anish Khazane, Erik T. Mueller. 489-494 [doi]
• Bidirectional Long Short-Term Memory Networks for Rapid Fault Detection in Marine Hydrokinetic TurbinesDavid Wilson, Sean Passmore, Yufei Tang, James H. VanZwieten. 495-500 [doi]
• Improving L-BFGS Initialization for Trust-Region Methods in Deep LearningJacob Rafati, Roummel F. Marcia. 501-508 [doi]
• Learning Generative Models of Social Interactions with Humans-in-the-LoopDan Feng, Pedro Sequeira, Elín Carstensdóttir, Magy Seif El-Nasr, Stacy Marsella. 509-516 [doi]
• Automatic Recognition of Mild Cognitive Impairment and Alzheimers Disease Using Ensemble based 3D Densely Connected Convolutional NetworksShuqiang Wang, Hongfei Wang, Yanyan Shen, Xiangyu Wang. 517-523 [doi]
• Underwater Place Recognition in Unknown Environments with Triplet Based Acoustic Image RetrievalPedro O. C. S. Ribeiro, Matheus Machado dos Santos, Paulo Lilles Jorge Drews Junior, Silvia S. C. Botelho, Lucas M. Longaray, Giovanni G. Giacomo, Marcelo R. Pias. 524-529 [doi]
• Classification of Eye Tracking Data Using a Convolutional Neural NetworkYuehan Yin, Chunghao Juan, Joyram Chakraborty, Michael P. McGuire. 530-535 [doi]
• Automatic Seizure Detection via an Optimized Image-Based Deep Feature LearningIbrahim Alkanhal, B. V. K. Vijaya Kumar, Marios Savvides. 536-540 [doi]
• Stacked Denoising Autoencoders for Mortality Risk Prediction Using Imbalanced Clinical DataZakhriya Alhassan, David Budgen, Riyad Alshammari, Tahani Daghstani, A. Stephen McGough, Noura Al Moubayed. 541-546 [doi]
• Parallel Attention Mechanisms in Neural Machine TranslationJulian Richard Medina, Jugal Kalita. 547-552 [doi]
• A Comparative Evaluation of Machine Learning Methods for Robot Navigation Through Human CrowdsAnastasia Gaydashenko, Daniel Kudenko, Aleksei Shpilman. 553-557 [doi]
• Bounded Laplace Mixture Model with Applications to Image Clustering and Content Based Image RetrievalMuhammad Azam, Nizar Bouguila. 558-563 [doi]
• Integrating Plausibility Checks and Machine Learning for Misbehavior Detection in VANETSteven So, Prinkle Sharma, Jonathan Petit. 564-571 [doi]
• Deep Learning Convolutional Neural Networks with Dropout - A Parallel ApproachJingyi Shen, M. Omair Shafiq. 572-577 [doi]
• Multilinear Discriminant Analysis Through Tensor-Tensor EigendecompositionKyle Caudle, Randy C. Hoover, Karen S. Braman. 578-584 [doi]
• Interactive Image Segmentation Using Multimodal Regularized Kernel EmbeddingEl Moatasem Madani, Marwan Torki. 585-590 [doi]
• Deep Reinforcement Learning Monitor for Snapshot RecordingGiang Dao, Indrajeet Mishra, Minwoo Lee. 591-598 [doi]
• Bias Evaluation of Professors' ReviewsLuiza Antonie, Jeremy Foxcroft, Gary Gréwal, Nirmal Narayanan, Miana Plesca, Rosina Ramirez. 599-606 [doi]
• Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-septic PatientsPerikumar Javia, Aman Rana, Nathan Shapiro, Pratik Shah. 607-611 [doi]
• Angiodysplasia Detection and Localization Using Deep Convolutional Neural NetworksAlexey A. Shvets, Vladimir I. Iglovikov, Alexander Rakhlin, Alexandr A. Kalinin. 612-617 [doi]
• Design and Implementation of an Automatic Object Recognition System Using Deep Learning and an Array of One-Class SVMsManuel Sebastian Rios Beltran, Camilo Andres Gamarra Torroledo, Carlos Andres Quintero Pena, Carlos Saith Rodriguez Rojas. 618-623 [doi]
• Automatic Instrument Segmentation in Robot-Assisted Surgery using Deep LearningAlexey A. Shvets, Alexander Rakhlin, Alexandr A. Kalinin, Vladimir I. Iglovikov. 624-628 [doi]
• Balanced Multi-window InferenceJoel Goodman, Kevin S. Lorenz, Crystal Acost, George Stantchev. 629-634 [doi]
• Time Series Classification to Improve Poultry WelfareAlireza Abdoli, Amy C. Murillo, Chin-Chia Michael Yeh, Alec C. Gerry, Eamonn J. Keogh. 635-642 [doi]
• A Distributed Sensing Approach for Single Platform Image-Based LocalizationOrhan Akal, Tathagata Mukherjee, Adrian Barbu, Jared Devin Paquet, Kevin George, Eduardo L. Pasiliao. 643-649 [doi]
• Improving Neural Sequence Labelling Using Additional Linguistic InformationMahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer. 650-657 [doi]
• Interpretability and Reproducability in Production Machine Learning ApplicationsSindhu Ghanta, Sriram Subramanian, Swaminathan Sundararaman, Lior Khermosh, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Dhananjoy Das, Nisha Talagala. 658-664 [doi]
• Iterative Deep Learning Based Unbiased Stereology with Human-in-the-LoopSaeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Palak Dave, Hady Ahmady Phoulady, Peter R. Mouton. 665-670 [doi]
• A Machine Learning Framework for Predicting Dementia and Mild Cognitive ImpairmentDaniel Stamate, Wajdi Alghamdi, Jeremy Ogg, Richard Hoile, Fionn Murtagh. 671-678 [doi]
• Detecting Work Zones in SHRP 2 NDS Videos Using Deep Learning Based Computer VisionFranklin Abodo, Robert Rittmuller, Brian Sumner, Andrew Berthaume. 679-686 [doi]
• A Novel Neural Sequence Model with Multiple Attentions for Word Sense DisambiguationMahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer. 687-694 [doi]
• Smoother Robot Control from Convolutional Neural Networks Using Fuzzy LogicWilliam Born, Christopher J. Lowrance. 695-700 [doi]
• CCDLC Detection Framework-Combining Clustering with Deep Learning Classification for Semantic ClonesAbdullah Sheneamer. 701-706 [doi]
• Model Selection and Estimation of a Finite Shifted-Scaled Dirichlet Mixture ModelRua Alsuroji, Nuha Zamzami, Nizar Bouguila. 707-713 [doi]
• Sinkhorn Divergence of Topological Signature Estimates for Time Series ClassificationColin Stephen. 714-721 [doi]
• Lead Sheet Generation and Arrangement by Conditional Generative Adversarial NetworkHao-Min Liu, Yi-Hsuan Yang. 722-727 [doi]
• An Attention-Based Air Quality Forecasting MethodBo Liu, Shuo Yan, JianQiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu. 728-733 [doi]
• Canonical ELM: Improving the Performance of Extreme Learning Machines on Multivariate Regression Tasks Using Canonical CorrelationsBabafemi O. Odelowo, David V. Anderson. 734-740 [doi]
• Modelling Human Understanding of Thematic Roles with Motion HeuristicsSoumitra Samanta, Franklin Chang. 741-744 [doi]
• Deep Architectures for Spatio-Temporal Modeling: Automated Seizure Detection in Scalp EEGsMeysam Golmohammadi, Saeedeh Ziyabari, Vinit Shah, Iyad Obeid, Joseph Picone. 745-750 [doi]
• Training an Emergency-Response Image Classifier on Signal DataAubrey ONeal, Benjamin Rodgers, Justin Segler, Dhiraj Murthy, Nandhini Lakuduva, Matthew Johnson, Keri Stephens. 751-756 [doi]
• Automated Vulnerability Detection in Source Code Using Deep Representation LearningRebecca L. Russell, Louis Y. Kim, Lei Hamilton, Tomo Lazovich, Jacob Harer, Onur Ozdemir, Paul M. Ellingwood, Marc W. McConley. 757-762 [doi]
• Indexing Text Related to Software Vulnerabilities in Noisy Communities Through Topic ModellingCarlos V. Paradis, Rick Kazman, Ping Wang. 763-768 [doi]
• Modifying LSTM Posteriors with Manner of Articulation Knowledge to Improve Speech Recognition PerformancePradeep Rengaswamy, K. Sreenivasa Rao. 769-772 [doi]
• Denoising Auto-Encoder with Recurrent Skip Connections and Residual Regression for Music Source SeparationJen-Yu Liu, Yi-Hsuan Yang. 773-778 [doi]
• Improving Web Application Firewalls through Anomaly DetectionGustavo Betarte, Eduardo Giménez 0001, Rodrigo Martínez, Álvaro Pardo. 779-784 [doi]
• An Empirical Study on Class Rarity in Big DataRichard A. Bauder, Taghi M. Khoshgoftaar, Tawfiq Hasanin. 785-790 [doi]
• Classification of EEG Signals Using Neural Networks to Predict Password MemorabilityRuba AlOmari, Miguel Vargas Martin. 791-796 [doi]
• Improving Noise Tolerance of Hardware Accelerated Artificial Neural NetworksWen Ma, Minghai Qin, Won Ho Choi, Pi-Feng Chiu, Martin Lueker-Boden. 797-801 [doi]
• Worker Filtering with Limited Supervision in Crowdsourcing SystemsLingyu Lyu, Mehmed Kantardzic, Hanqing Hu. 802-807 [doi]
• User-Centered Development of a Pedestrian Assistance System Using End-to-End LearningHasham Shahid Qureshi, Tobias Glasmachers, Rebecca Wiczorek. 808-813 [doi]
• Similarity Estimation for Classical Indian MusicAnusha Sridharan, Melody Moh, Teng-Sheng Moh. 814-819 [doi]
• A Comparison of Supervised Approaches for Process Pattern Recognition in Analog Semiconductor Wafer Test DataStefan Schrunner, Olivia Bluder, Anja Zernig, Andre Kästner, Roman Kern. 820-823 [doi]
• Predicting Computer Performance Based on Hardware Configuration Using Multiple Neural NetworksLeonardo Lopez, Michael Guynn, Meiliu Lu. 824-827 [doi]
• Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural NetworksAman Rana, Gregory Yauney, Alarice Lowe, Pratik Shah. 828-834 [doi]
• SEDAT: Sentiment and Emotion Detection in Arabic Text Using CNN-LSTM Deep LearningMalak Abdullah, Mirsad Hadzikadic, Samira Shaikh. 835-840 [doi]
• Packaging and Sharing Machine Learning Models via the Acumos AI Open PlatformShuai Zhao, Manoop Talasila, Guy Jacobson, Cristian Borcea, Syed Anwar Aftab, John F. Murray. 841-846 [doi]
• Application of a Graphical Model to Investigate the Utility of Cross-Channel Information for Mitigating Reverberation in Cochlear ImplantsLidea Shahidi, Leslie M. Collins, Boyla Mainsah. 847-852 [doi]
• Battery Degradation Temporal Modeling Using LSTM NetworksMehdi Assefi, Ali Hooshmand, Hossein Hosseini, Ratnesh Sharma. 853-858 [doi]
• On Developing a UAV Pursuit-Evasion Policy Using Reinforcement LearningBogdan Vlahov, Eric Squires, Laura Strickland, Charles Pippin. 859-864 [doi]
• Recurrent Neural Networks Based Obesity Status Prediction Using Activity DataQinghan Xue, XiaoRan Wang, Samuel Meehan, Jilong Kuang, Jun Alex Gao, Mooi Choo Chuah. 865-870 [doi]
• A Memory-Enhanced Framework for Financial Fraud DetectionKunlin Yang. 871-874 [doi]
• Imbalanced Toxic Comments Classification Using Data Augmentation and Deep LearningMai Ibrahim, Marwan Torki, Nagwa M. El-Makky. 875-878 [doi]
• Alpha Model Domination in Multiple Choice LearningMike Brodie, Chris Tensmeyer, Wes Ackerman, Tony Martinez. 879-884 [doi]
• Multi-agent Reinforcement Learning Approach for Scheduling Cluster Tools with Condition Based Chamber Cleaning OperationsCheolhui Hong, Tae-Eog Lee. 885-890 [doi]
• Density-Based Fuzzy C-Means Multi-center Re-clustering Radar Signal Sorting AlgorithmSheng Cao, Shucheng Wang, Yan Zhang. 891-896 [doi]
• Learning Convolutional Neural Networks from Ordered Features of Generic DataEric Golinko, Thomas Sonderman, Xingquan Zhu. 897-900 [doi]
• Design of River Water Quality Assessment and Prediction AlgorithmSheng Cao, Shucheng Wang, Yan Zhang. 901-906 [doi]
• Teacher/Student Deep Semi-Supervised Learning for Training with Noisy LabelsZeyad Hailat, Xue-wen Chen 0001. 907-912 [doi]
• A Pipeline for Optimizing F1-Measure in Multi-label Text ClassificationBingyu Wang, Cheng Li, Virgil Pavlu, Jay Aslam. 913-918 [doi]
• Resource-Size Matters: Improving Neural Named Entity Recognition with Optimized Large CorporaSajawel Ahmed, Alexander Mehler. 919-924 [doi]
• Online Orthogonal Regression Based on a Regularized Squared LossRoberto Souza, Saul Leite, Wagner Meira, Eduardo R. Hruschka. 925-930 [doi]
• Multiagent Coordination Systems Based on Neuro-Fuzzy Models with Reinforcement LearningLeonardo Alfredo Mendoza, Evelyn Batista, Harold Dias De Mello, Marco Aurélio Pacheco. 931-937 [doi]
• Distributed Primal-Dual Proximal Method for Regularized Empirical Risk MinimizationMasoud Badiei Khuzani. 938-945 [doi]
• Implementation of a Smartphone as a Wearable and Wireless Gyroscope Platform for Machine Learning Classification of Hemiplegic Gait Through a Multilayer Perceptron Neural NetworkRobert LeMoyne, Timothy Mastroianni. 946-950 [doi]
• Novel Approaches to Activity Recognition Based on Vector Autoregression and Wavelet TransformsMubarak G. Abdu-Aguye, Walid Gomaa. 951-954 [doi]
• LiveFace: A Multi-task CNN for Fast Face-AuthenticationXiaowen Ying, Xin Li, Mooi Choo Chuah. 955-960 [doi]
• Realtime Email Delivery Failure Prediction Using the One-vs-All ClassifierGiruba Beulah Se, Abhijeet Singhai, Rashmi Ranjan Parida. 961-964 [doi]
• LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on ColorAjkel Mino, Gerasimos Spanakis. 965-970 [doi]
• Object Detection Based on Multi-sensor Proposal Fusion in Maritime EnvironmentFahimeh Farahnakian, Mohammad Hashem Haghbayan, Jonne Poikonen, Markus Laurinen, Paavo Nevalainen, Jukka Heikkonen. 971-976 [doi]
• Prediction of Ejection State for a Pneumatic Valve-Controlled Micro-Droplet Generator by a BP Neural NetworkFei Wang, Jiangeng Li, Yiwei Wang, Weijie Bao, Zhixuan Er, Xiaoyi Wang, Keyan Ren, Zhihai Wang. 977-982 [doi]
• A Proposal for Reducing the Number of Trial-and-Error Searches for Deep Q-Networks Combined with Exploitation-Oriented LearningNaoki Kodama, Kazuteru Miyazaki, Taku Harada. 983-988 [doi]
• Machine Cognition of Violence in Videos Using Novel Outlier-Resistant VLADTonmoay Deb, Aziz Arman, Adnan Firoze. 989-994 [doi]
• Applying Supervised Learning to the Static Prediction of Locality-Pattern Complexity in Scientific CodeNasser Alsaedi, Steve Carr, Alvis Fong. 995-1000 [doi]
• Deep Domain Adaptation to Predict Freezing of Gait in Patients with Parkinson's DiseaseVishwas G. Torvi, Aditya Bhattacharya, Shayok Chakraborty. 1001-1006 [doi]
• An Ensemble Approach to Time Dependent ClassificationFlorian Van Daalen, Evgueni N. Smirnov, Nasser Davarzani, Ralf Peeters, Joël M. H. Karel, Hans-Peter Brunner-La Rocca. 1007-1011 [doi]
• iCASSTLE : Imbalanced Classification Algorithm for Semi Supervised Text LearningDebanjana Banerjee, Gyan Prabhat, Riyanka Bhowal. 1012-1016 [doi]
• Weighted Itemsets Error (WIE) Approach for Evaluating Generated Synthetic Patient DataMojtaba Zare, Janusz Wojtusiak. 1017-1022 [doi]
• A Joint Speech Enhancement Algorithm Based on the Tri-MicrophoneLei Wang, Jie Zhu. 1023-1028 [doi]
• DLGraph: Malware Detection Using Deep Learning and Graph EmbeddingHaodi Jiang, Turki Turki, Jason T. L. Wang. 1029-1033 [doi]
• Semantic Indexing-Based Data Augmentation for Filtering Undesired Short Text MessagesJohannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami. 1034-1039 [doi]
• Multi-scale Low-Rate DDoS Attack Detection Using the Generalized Total Variation MetricMonowar H. Bhuyan, Erik Elmroth. 1040-1047 [doi]
• Unsupervised Anomaly Based Botnet Detection in IoT NetworksSven Nomm, Hayretdin Bahsi. 1048-1053 [doi]
• Movement Pattern Based Authentication for Smart Mobile DevicesKhandaker Abir Rahman, Dustyn James Tubbs, Md. Shafaeat Hossain. 1054-1058 [doi]
• Image-Audio Encoding for Information Camouflage and Improving Malware Pattern AnalysisPiyush Sharma, Adrienne Raglin. 1059-1064 [doi]
• Web Application Attacks Detection Using Machine Learning TechniquesGustavo Betarte, Álvaro Pardo, Rodrigo Martínez. 1065-1072 [doi]
• Cognitive Secure Shield - A Machine Learning Enabled Threat Shield for Resource Constrained IoT DevicesJaya Shankar Vuppalapati, Santosh Kedari, Anitha Ilapakurti, Chandrasekar Vuppalapati, Chitanshu Chauhan, Vanaja Mamidi, Surbhi Rautji. 1073-1080 [doi]
• Two-Stage Machine Learning Framework for Simultaneous Forecasting of Price-Load in the Smart GridT. Aruldoss Albert Victoire, Gobu B, Jaikumar S, Arulmozhi N, Kanimozhi P, Amalraj Victoire T. 1081-1086 [doi]
• Fault Diagnosis Method Based on Scaling Law for On-line Refrigerant Leak DetectionShun Takeuchi, Takahiro Saito. 1087-1094 [doi]
• Efficacy of Nonlinear Manifold Learning in Malware Image Pattern AnalysisPiyush Sharma, Adrienne Raglin. 1095-1102 [doi]
• Development of a Deep-Learning-Based Method for Breast Ultrasound Image SegmentationRania Almajalid, Juan Shan, Yaodong Du, Ming Zhang. 1103-1108 [doi]
• Supervised Transfer Learning for Product Information Question AnsweringTuan Lai, Trung Bui, Nedim Lipka, Sheng Li. 1109-1114 [doi]
• STARLORD: Sliding Window Temporal Accumulate-Retract Learning for Online Reasoning on DatastreamsCristian Axenie, Radu Tudoran, Stefano Bortoli, Mohamad Al Hajj Hassan, Daniele Foroni, Goetz Brasche. 1115-1122 [doi]
• A Minimum Spanning Tree Clustering Approach for Outlier Detection in Event SequencesShahrooz Abghari, Veselka Boeva, Niklas Lavesson, Håkan Grahn, Selim Ickin, Jorgen Gustafsson. 1123-1130 [doi]
• Finite Multi-dimensional Generalized Gamma Mixture Model Learning Based on MMLBasim Alghabashi, Nizar Bouguila. 1131-1138 [doi]
• Extreme Solutions NSGA-III (E-NSGA-III) for Scientific Workflow Scheduling on CloudPeerasak Wangsom, Pascal Bouvry, Kittichai Lavangnananda. 1139-1146 [doi]
• Implementation of a Modified Nesterov's Accelerated Quasi-Newton Method on TensorflowS. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya, Hideki Asai. 1147-1154 [doi]
• Neural Adaptive Controller Applied to a VTOL Plant Using Takagi-Sugeno Fuzzy ModelAndres Morocho-Caiza, Jesus Rodriguez-Flores, Jorge Hernandez-Ambato. 1155-1160 [doi]
• Detailed Identification of Fingerprints Using Convolutional Neural NetworksYahaya Isah Shehu, Ariel Ruiz-Garcia, Vasile Palade, Anne James. 1161-1165 [doi]
• Pilot Skill Level and Workload Prediction for Sliding-Scale AutonomySai K. R. Nittala, Colin P. Elkin, Jay M. Kiker, Robert Meyer, James Curro, Ali K. Reiter, Kevin S. Xu 0001, Vijay K. Devabhaktuni. 1166-1173 [doi]
• Centroid Estimation Based on Symmetric KL Divergence for Multinomial Text Classification ProblemJiangning Chen, Heinrich Matzinger, Haoyan Zhai, Mi Zhou. 1174-1177 [doi]
• Training Generative Adversarial Networks with Bidirectional BackpropagationOlaoluwa Adigun, Bart Kosko. 1178-1185 [doi]
• Semi-Supervised Deep Learning System for Epileptic Seizures Onset PredictionAhmed M. Abdelhameed, Magdy Bayoumi. 1186-1191 [doi]
• Position Specific Scoring Matrix and Synergistic Multiclass SVM for Identification of GenesM. Arif Wani, Heena Farooq Bhat, Tariq Rashid Jan. 1192-1196 [doi]
• Local Sensitive Hashing (LSH) and Convolutional Neural Networks (CNNs) for Object RecognitionMehdi Ghayoumi, Miguel Gomez, Kate E. Baumstein, Narindra Persaud, Andrew J. Perlowin. 1197-1199 [doi]
• Object Counting on Low Quality Images: A Case Study of Near Real-Time Traffic MonitoringJean-Francois Rajotte, Martin Sotir, Cedric Noiseux, Louis-Philippe Noel, Thomas Bertiere. 1200-1204 [doi]
• Asymmetric Gaussian-Based Statistical Models Using Markov Chain Monte Carlo Techniques for Image CategorizationShuai Fu, Nizar Bouguila. 1205-1208 [doi]
• Neural Machine Translation Advised by Statistical Machine Translation: The Case of Farsi-Spanish Bilingually Low-Resource ScenarioBenyamin Ahmadnia, Parisa KordJamshidi, Gholamreza Haffari. 1209-1213 [doi]
• A New Strategy for Rotating Machinery Fault Diagnosis Under Varying Speed Conditions Based on Deep Neural Networks and Order TrackingMeng Rao, Ming J. Zuo. 1214-1218 [doi]
• Predicting Secondary Equity Offerings (SEOs) Using Machine LearningLinlin Cui, Jianhua Chen, Wentao Wu. 1219-1224 [doi]
• Fast Proposals for Image and Video Annotation Using Modified Echo State NetworksSohini Roychowdhury, L. Srikar Muppirisetty. 1225-1230 [doi]
• Vehicle Action Prediction Using Artificial IntelligenceKevin Meng, Cheng Shi, Yu Meng. 1231-1236 [doi]
• Anomaly Detection Using Deep Learning Based Image CompletionMatthias Haselmann, Dieter P. Gruber, Paul Tabatabai. 1237-1242 [doi]
• Classification of Breast Cancer Risk Factors Using Several Resampling ApproachesMd Faisal Kabir, Simone A. Ludwig. 1243-1248 [doi]
• The Semantic Shapes of Popular Music Lyrics: Graph-Based Representation, Analysis, and Interpretation of Popular Music Lyrics in Semantic Natural Language Embedding SpaceMitsunori Ogihara, Daniel Galarraga, Gang Ren, Tiago Tavares. 1249-1254 [doi]
• Adaptive Regularized ELM and Improved VMD Method for Multi-step ahead Electricity Price ForecastingS. N. Deepa, Arulmozhi N, Gobu B, Kanimozhi P, Jaikumar S, Aruldoss Albert Victoire Tangaradjou. 1255-1260 [doi]
• Annotating the Performance of Industrial Assets via Relevancy Estimation of Event LogsPierre Dagnely, Tom Tourwé, Elena Tsiporkova. 1261-1268 [doi]
• Virtual Battery Parameter Identification Using Transfer Learning Based Stacked AutoencoderIndrasis Chakraborty, Sai Pushpak Nandanoori, Soumya Kundu. 1269-1274 [doi]
• Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with AttentionJoao Pereira, Margarida Silveira. 1275-1282 [doi]
• Local Feature Sufficiency Exploration for Predicting Security-Constrained Generation Dispatch in Multi-area Power SystemsYixuan Sun, Xiaoyuan Fan, Qiuhua Huang, Xinya Li, Renke Huang, Tianzhixi Yin, Guang Lin. 1283-1289 [doi]
• Feature Extraction Using Apparent Power and Real Power for Smart Home Data ClassificationVishali Vadakattu, Shan Suthaharan. 1290-1295 [doi]
• Occupancy Detection in Smart Housing Using Both Aggregated and Appliance-Specific Power Consumption DataYan Gao, Alan Schay, Daqing Hou. 1296-1303 [doi]
• Discussion and Review of the Use of Neural Networks to Improve the Flexibility of Smart Grids in Presence of Distributed Renewable RessourcesZeineb Hammami, Moamar Sayed Mouchaweh, Wiem Mouelhi, Lamjed Ben Said. 1304-1309 [doi]
• Multiagent Based System for Secondary Education Using Machine LearningSikandar Ali, Aslam Muhammad, Noman Jazeb, Ana María Martínez Enríquez, Farooq Ahmad. 1310-1315 [doi]
• Xiao-Shih: The Educational Intelligent Question Answering Bot on Chinese-Based MOOCsHao-Hsuan Hsu, Nen-Fu Huang. 1316-1321 [doi]
• Fuzzy Echo State Neural Network with Differential Evolution Framework for Time Series ForecastingDeepa Subramaniam Nachimuthu, Govindaraj S, Anand Tirupur Shanmuganathan. 1322-1327 [doi]
• Image to Multilingual Text Conversion for Literacy EducationMuhammad Ajmal, Farooq Ahmad, Ana María Martínez Enríquez, Mudasser Naseer, Aslam Muhammad, Mohsin Ashraf. 1328-1332 [doi]
• Estimating the Effect of Structural Damage on the Flight by Using Machine LearningHuseyin Seckin Dykbayir, Halil-Ibrahim Bülbül. 1333-1337 [doi]
• What are they Researching? Examining Industry-Based Doctoral Dissertation Research through the Lens of Machine LearningIon Freeman, Ashley Haigler, Suzanna Schmeelk, Lisa Ellrodt, Tonya Fields. 1338-1340 [doi]
• A Deep Neural Network Approach for Early Diagnosis of Mild Cognitive Impairment Using Multiple FeaturesParisa Forouzannezhad, Alireza Abbaspour, Chunfei Li, Mercedes Cabrerizo, Malek Adjouadi. 1341-1346 [doi]
• Detailed Analysis of the Luria's Alternating SeriesTests for Parkinson's Disease DiagnosticsSven Nomm, Konstantin Bardos, Aaro Toomela, Kadri Medijainen, Pille Taba. 1347-1352 [doi]
• Profile-Specific Regression Model for Progression Prediction of Alzheimer's Disease Using Longitudinal DataSolale Tabarestani, Maryamossadat Aghili, Mehdi Shojaie, Christian Freytes, Malek Adjouadi. 1353-1357 [doi]
• Lorenz Chaotic System Artificial Neural Network Training with Single Time Series Input and Multiple Time Series Outputs for EEG PredictionLei Zhang. 1358-1365 [doi]
• Predicting Employer Recruitment of Individuals with Autism Spectrum Disorders with Decision TreesKayleigh Hyde, Amy-Jane Griffiths, Cristina Giannantonio, Amy Hurley-Hanson, Erik Linstead. 1366-1370 [doi]
• Detecting and Classifying Fetal Brain Abnormalities Using Machine Learning TechniquesOmneya Attallah, Heba Gadelkarim, Maha A. Sharkas. 1371-1376 [doi]
• Upsilon-SVR Polynomial Kernel for Predicting the Defect Density in New Software ProjectsCuauhtémoc López Martín, Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan. 1377-1382 [doi]
• Real-Time Prediction of Employee Engagement Using Social Media and Text MiningAbbas Golestani, Mikhil Masli, N. Sadat Shami, Jennifer Jones, Abhilash Menon, Joydeep Mondal. 1383-1387 [doi]
• Frequent Chronicle Mining: Application on Predictive MaintenanceChayma Sellami, Ahmed Samet, Mohamed Anis Bach Tobji. 1388-1393 [doi]
• A Comparison of ARIMA and LSTM in Forecasting Time SeriesSima Siami-Namini, Neda Tavakoli, Akbar Siami Namin. 1394-1401 [doi]
• Fine Object Detection in Automated Solar Panel Layout GenerationShantanu Deshmukh, Teng-Sheng Moh. 1402-1407 [doi]
• Acute Kidney Injury: Predicting 30-Day ReadmissionsMichael Keyes, Joanna Bieniek, Allison Richey, Raed Seetan. 1408-1412 [doi]
• Vision-Based Detection of Simultaneous Kicking for Identifying Movement Characteristics of Infants At-Risk for Neuro-DisordersDevleena Das, Katelyn E. Fry, Ayanna M. Howard. 1413-1418 [doi]
• Multivariate Time Series for Data-Driven Endpoint Prediction in the Basic Oxygen FurnaceDavi Alberto Sala, Azarakhsh Jalalvand, Andy Van Yperen-De Deyne, Erik Mannens. 1419-1426 [doi]
• Ensemble of Learning Project Productivity in Software Effort Based on Use Case PointsMohammad Azzeh, Ali Bou Nassif, Shadi Banitaan, Cuauhtémoc López Martín. 1427-1431 [doi]
• Machine Learning for Predicting the Impact Point of a Low Speed Vehicle CrashMilan Koch, Thomas Bäck. 1432-1437 [doi]
• Bug Report Classification Using LSTM Architecture for More Accurate Software Defect LocatingXin Ye 0003, Fan Fang, John Wu, Razvan C. Bunescu, Chang Liu. 1438-1445 [doi]
• Analysis of Railway Accidents' Narratives Using Deep LearningMojtaba Heidarysafa, Kamran Kowsari, Laura E. Barnes, Donald E. Brown. 1446-1453 [doi]
• Machine Learning-Based Prediction of Prolonged Length of Stay in NewbornsBrandon Thompson, Karim O. Elish, Robert Steele. 1454-1459 [doi]
• Screening of Heart Sounds Using Hidden Markov and Gammatone Filterbank ModelsBen Alexander, Gabriel Nallathambi, Nandakumar Selvaraj. 1460-1465 [doi]
• Sensitivity Analysis for Feature SelectionFiruz Kamalov. 1466-1470 [doi]
• Comparison of Pre-Trained Word Vectors for Arabic Text Classification Using Deep Learning ApproachAli Alwehaibi, Kaushik Roy. 1471-1474 [doi]
• Multimodal Sentiment Analysis Using Deep LearningRakhee Sharma, Ngoc Le Tan, Fatiha Sadat. 1475-1478 [doi]
• A Crowdsourcing Semi-Supervised LSTM Training Approach to Identify Novel Items in Emerging Artificial Intelligent EnvironmentsEdoardo Serra, Haritha Akella, Alfredo Cuzzocrea. 1479-1485 [doi]
• Token-Based Adaptive Time-Series Prediction by Ensembling Linear and Non-linear Estimators: A Machine Learning Approach for Predictive Analytics on big Stock DataKyle J. Morris, Sean D. Egan, Jorell L. Linsangan, Carson K. Leung, Alfredo Cuzzocrea, Calvin S. H. Hoi. 1486-1491 [doi]
• Use Online Dictionary Learning to Get Parts-Based Decomposition of Noisy DataDaming Lu. 1492-1494 [doi]