Table of Contents

• Abductive Reasoning on Compliance Monitoring - Balancing Flexibility and RegulationFederico Chesani, Paola Mello, Marco Montali. 3-16 [doi]
• Multi-levels 3D Chromatin Interactions Prediction Using Epigenomic ProfilesZiad Al Bkhetan, Dariusz Plewczynski. 19-28 [doi]
• A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted PatientsMamoun Al-Mardini, Zbigniew W. Ras. 29-36 [doi]
• An Expert System Approach to Eating Disorder DiagnosisStefano Ferilli, Anna Maria Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro. 37-46 [doi]
• Multimodal System for Diagnosis and Polysensory Stimulation of Subjects with Communication DisordersAdam Kurowski, Piotr Odya, Piotr Szczuko, Michal Lech, Pawel Spaleniak, Bozena Kostek, Andrzej Czyzewski. 47-56 [doi]
• Acute Kidney Injury Detection: An Alarm System to Improve Early TreatmentAna Rita Nogueira, Carlos Abreu Ferreira, João Gama. 57-63 [doi]
• New Method of Calculating ^SRCM Chirality MeasurePrzemyslaw Szurmak, Jan J. Mulawka. 64-73 [doi]
• Selection of Initial Modes for Rough Possibilistic K-Modes MethodsAsma Ammar, Zied Elouedi. 77-86 [doi]
• Accelerating Greedy K-Medoids Clustering Algorithm with L_1 Distance by Pivot GenerationTakayasu Fushimi, Kazumi Saito, Tetsuo Ikeda, Kazuhiro Kazama. 87-96 [doi]
• On the Existence of Kernel Function for Kernel-Trick of k-MeansMieczyslaw A. Klopotek. 97-104 [doi]
• Using Network Analysis to Improve Nearest Neighbor Classification of Non-network DataMaciej Piernik, Dariusz Brzezinski, Tadeusz Morzy, Mikolaj Morzy. 105-115 [doi]
• An Accurate and Efficient Method to Detect Critical Links to Maintain Information Flow in NetworkKazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda. 116-126 [doi]
• Continuous Embedding Spaces for Bank Transaction DataAli Batuhan Dayioglugil, Yusuf Sinan Akgul. 129-135 [doi]
• Shallow Reading with Deep Learning: Predicting Popularity of Online Content Using only Its TitleWojciech Stokowiec, Tomasz Trzcinski, Krzysztof Wolk, Krzysztof Marasek, Przemyslaw Rokita. 136-145 [doi]
• Recurrent Neural Networks for Online Video Popularity PredictionTomasz Trzcinski, Pawel Andruszkiewicz, Tomasz Bochenski, Przemyslaw Rokita. 146-153 [doi]
• User-Based Context Modeling for Music Recommender SystemsImen Ben Sassi, Sadok Ben Yahia, Sehl Mellouli. 157-167 [doi]
• Uncalibrated Visual Servo for the Remotely Operated VehicleChi-Cheng Cheng, Tsan-Chu Lu. 168-174 [doi]
• Comparative Analysis of Musical Performances by Using Emotion TrackingJacek Grekow. 175-184 [doi]
• Automated Web Services Composition with Iterated ServicesAlfredo Milani, Rajdeep Niyogi. 185-194 [doi]
• On the Gradual Acceptability of Arguments in Bipolar Weighted Argumentation Frameworks with Degrees of TrustAndrea Pazienza, Stefano Ferilli, Floriana Esposito. 195-204 [doi]
• Automatic Defect Detection by Classifying Aggregated Vehicular BehaviorFelix Richter, Oliver Hartkopp, Dirk C. Mattfeld. 205-214 [doi]
• Automatic Speech Recognition Adaptation to the IoT Domain Dialogue SystemMaciej Zembrzuski, Heesik Jeon, Joanna Marhula, Katarzyna Beksa, Szymon Sikorski, Tomasz Latkowski, Pawel Bujnowski. 215-226 [doi]
• Rule-Based Reasoning with Belief StructuresLukasz Bialek, Barbara Dunin-Keplicz, Andrzej Szalas. 229-239 [doi]
• Combining Machine Learning and Knowledge-Based Systems for Summarizing InterviewsAngel Luis Garrido, Oscar Cardiel, Andrea Aleyxendri, Ruben Quilez. 240-250 [doi]
• Validity of Automated Inferences in Mapping of Anatomical OntologiesMilko Krachunov, Peter Petrov, Maria Nisheva, Dimitar Vassilev. 251-260 [doi]
• An Experiment in Causal Structure Discovery. A Constraint Programming ApproachAntoni Ligeza. 261-268 [doi]
• Actively Balanced Bagging for Imbalanced DataJerzy Blaszczynski, Jerzy Stefanowski. 271-281 [doi]
• A Comparison of Four Classification Systems Using Rule Sets Induced from Incomplete Data Sets by Local Probabilistic ApproximationsPatrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse. 282-291 [doi]
• Robust Learning in Expert Networks: A Comparative AnalysisAshiqur R. KhudaBukhsh, Jaime G. Carbonell, Peter J. Jansen. 292-301 [doi]
• Efficient All Relevant Feature Selection with Random FernsMiron Bartosz Kursa. 302-311 [doi]
• Evaluating Difficulty of Multi-class Imbalanced DataMateusz Lango, Krystyna Napierala, Jerzy Stefanowski. 312-322 [doi]
• Extending Logistic Regression Models with Factorization MachinesMark Pijnenburg, Wojtek Kowalczyk. 323-332 [doi]
• Filtering Decision Rules with Continuous Attributes Governed by DiscretisationUrszula Stanczyk. 333-343 [doi]
• OptiLocator: Discovering Optimum Location for a Business Using Spatial Co-location Mining and Spatio-Temporal DataRobert Bembenik, Jacek Szwaj, Grzegorz Protaziuk. 347-357 [doi]
• Activity Recognition Model Based on GPS Data, Points of Interest and User ProfileIgor da Penha Natal, Rogerio de Avellar Campos Cordeiro, Ana Cristina Bicharra Garcia. 358-367 [doi]
• Extended Process Models for Activity PredictionStefano Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro. 368-377 [doi]
• Automatic Defect Detection by One-Class Classification on Raw Vehicle Sensor DataJulia Hofmockel, Felix Richter, Eric Sax. 378-384 [doi]
• Visualizing Switching Regimes Based on Multinomial Distribution in Buzz Marketing SitesYuki Yamagishi, Kazumi Saito. 385-395 [doi]
• "Serial" versus "Parallel": A Comparison of Spatio-Temporal Clustering ApproachesYongli Zhang, Sujing Wang, Amar Mani Aryal, Christoph F. Eick. 396-403 [doi]
• Time-Frequency Representations for Speed Change Classification: A Pilot StudyAlicja Wieczorkowska, Elzbieta Kubera, Danijel Korzinek, Tomasz Slowik, Andrzej Kuranc. 404-413 [doi]
• Opinion Mining on Non-English Short TextEsra Akbas. 417-423 [doi]
• Pathway Computation in Models Derived from Bio-Science Text SourcesTroels Andreasen, Henrik Bulskov, Per Anker Jensen, Jørgen Fischer Nilsson. 424-434 [doi]
• Semantic Enriched Short Text ClusteringMarek Kozlowski, Henryk Rybinski. 435-445 [doi]
• Exploiting Web Sites Structural and Content Features for Web Pages ClusteringPasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci. 446-456 [doi]
• Concept-Enhanced Multi-view Co-clustering of Document DataValentina Rho, Ruggero G. Pensa. 457-467 [doi]
• Scalable Framework for the Analysis of Population Structure Using the Next Generation Sequencing DataAnastasiia Hryhorzhevska, Marek S. Wiewiórka, Michal J. Okoniewski, Tomasz Gambin. 471-480 [doi]
• Modification to K-Medoids and CLARA for Effective Document ClusteringPhuong T. Nguyen, Kai Eckert, Azzurra Ragone, Tommaso Di Noia. 481-491 [doi]
• Supporting the Page-Hinkley Test with Empirical Mode Decomposition for Change DetectionRaquel Sebastião, José Maria Fernandes. 492-498 [doi]
• Co-training Semi-supervised Learning for Single-Target Regression in Data Streams Using AMRulesRicardo Sousa, João Gama. 499-508 [doi]
• Time-Series Data Analytics Using Spark and Machine LearningPatcharee Thongtra, Alla Sapronova. 509-515 [doi]
• Scalable Machine Learning with Granulated Data Summaries: A Case of Feature SelectionAgnieszka Chadzynska-Krasowska, Pawel Betlinski, Dominik Slezak. 519-529 [doi]
• Clustering Ensemble for Prioritized Sampling Based on Average and Rough PatternsMatt Triff, Ilya Pavlovski, Zhixing Liu, Lori-Anne Morgan, Pawan Lingras. 530-539 [doi]
• C&E Re-clustering: Reconstruction of Clustering Results by Three-Way StrategyPingxin Wang, Xibei Yang, Yiyu Yao. 540-549 [doi]
• Multi-criteria Based Three-Way Classifications with Game-Theoretic Rough SetsYan Zhang 0030, Jingtao Yao. 550-559 [doi]
• A Formal Context for Acyclic Join DependenciesJaume Baixeries. 563-572 [doi]
• On Containment of Triclusters Collections Generated by Quantified Box OperatorsDmitrii Egurnov, Dmitry I. Ignatov, Engelbert Mephu Nguifo. 573-579 [doi]
• The Inescapable Relativity of Explicitly Represented Knowledge: An FCA PerspectiveDavid Flater. 580-586 [doi]
• Blocks of the Direct Product of Tolerance RelationsChristian Jäkel, Stefan E. Schmidt. 587-596 [doi]
• Viewing Morphisms Between Pattern Structures via Their Concept Lattices and via Their RepresentationsLars Lumpe, Stefan E. Schmidt. 597-608 [doi]
• On-Demand Generation of AOC-Posets: Reducing the Complexity of Conceptual NavigationAlexandre Bazin, Jessie Carbonnel, Giacomo Kahn. 611-621 [doi]
• From Meaningful Orderings in the Web of Data to Multi-level Pattern StructuresQuentin Brabant, Miguel Couceiro, Amedeo Napoli, Justine Reynaud. 622-631 [doi]
• On Locality Sensitive Hashing for Sampling Extent GeneratorsVíctor Codocedo, My Thao Tang. 632-641 [doi]
• An Application of AOC-Posets: Indexing Large Corpuses for Text Generation Under ConstraintsAlain Gutierrez, Michel Chein, Marianne Huchard, Pierre Pompidor. 642-652 [doi]
• On Neural Network Architecture Based on Concept LatticesSergei O. Kuznetsov, Nurtas Makhazhanov, Maxim Ushakov. 653-663 [doi]
• Query-Based Versus Tree-Based Classification: Application to Banking DataAlexey Masyutin, Yury Kashnitsky. 664-673 [doi]
• Using Formal Concept Analysis for Checking the Structure of an Ontology in LOD: The Example of DBpediaPierre Monnin, Mario Lezoche, Amedeo Napoli, Adrien Coulet. 674-683 [doi]
• A Proposal for Classifying the Content of the Web of Data Based on FCA and Pattern StructuresJustine Reynaud, Mehwish Alam, Yannick Toussaint, Amedeo Napoli. 684-694 [doi]
• ISMIS 2017 Data Mining Competition: Trading Based on RecommendationsMathurin Aché, Andrzej Janusz, Kamil Zbikowski, Dominik Slezak, Marzena Kryszkiewicz, Henryk Rybinski, Piotr Gawrysiak. 697-707 [doi]
• Predicting Stock Trends Based on Expert Recommendations Using GRU/LSTM Neural NetworksPrzemyslaw Buczkowski. 708-717 [doi]
• Using Recommendations for Trade Returns Prediction with Machine LearningLing Cen, Dymitr Ruta, Andrzej Ruta. 718-727 [doi]
• Heterogeneous Ensemble of Specialised Models - A Case Study in Stock Market RecommendationsMichal Kozielski, Katarzyna Dusza, Józef Flakus, Krzysztof Kozlowski, Sebastian Musial, Bartlomiej Szwej. 728-734 [doi]
• Algorithmic Daily Trading Based on Experts' RecommendationsAndrzej Ruta, Dymitr Ruta, Ling Cen. 735-744 [doi]