| 2017 | "Serial" versus "Parallel": A Comparison of Spatio-Temporal Clustering Approaches. Yongli Zhang, Sujing Wang, Amar Mani Aryal, Christoph F. Eick |
| 2017 | A Comparison of Four Classification Systems Using Rule Sets Induced from Incomplete Data Sets by Local Probabilistic Approximations. Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse |
| 2017 | A Formal Context for Acyclic Join Dependencies. Jaume Baixeries |
| 2017 | A Proposal for Classifying the Content of the Web of Data Based on FCA and Pattern Structures. Justine Reynaud, Mehwish Alam, Yannick Toussaint, Amedeo Napoli |
| 2017 | A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted Patients. Mamoun Al-Mardini, Zbigniew W. Ras |
| 2017 | Abductive Reasoning on Compliance Monitoring - Balancing Flexibility and Regulation. Federico Chesani, Paola Mello, Marco Montali |
| 2017 | Accelerating Greedy K-Medoids Clustering Algorithm with L_1 Distance by Pivot Generation. Takayasu Fushimi, Kazumi Saito, Tetsuo Ikeda, Kazuhiro Kazama |
| 2017 | Actively Balanced Bagging for Imbalanced Data. Jerzy Blaszczynski, Jerzy Stefanowski |
| 2017 | Activity Recognition Model Based on GPS Data, Points of Interest and User Profile. Igor da Penha Natal, Rogerio de Avellar Campos Cordeiro, Ana Cristina Bicharra Garcia |
| 2017 | Acute Kidney Injury Detection: An Alarm System to Improve Early Treatment. Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama |
| 2017 | Algorithmic Daily Trading Based on Experts' Recommendations. Andrzej Ruta, Dymitr Ruta, Ling Cen |
| 2017 | An Accurate and Efficient Method to Detect Critical Links to Maintain Information Flow in Network. Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda |
| 2017 | An Application of AOC-Posets: Indexing Large Corpuses for Text Generation Under Constraints. Alain Gutierrez, Michel Chein, Marianne Huchard, Pierre Pompidor |
| 2017 | An Experiment in Causal Structure Discovery. A Constraint Programming Approach. Antoni Ligeza |
| 2017 | An Expert System Approach to Eating Disorder Diagnosis. Stefano Ferilli, Anna Maria Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro |
| 2017 | Automated Web Services Composition with Iterated Services. Alfredo Milani, Rajdeep Niyogi |
| 2017 | Automatic Defect Detection by Classifying Aggregated Vehicular Behavior. Felix Richter, Oliver Hartkopp, Dirk C. Mattfeld |
| 2017 | Automatic Defect Detection by One-Class Classification on Raw Vehicle Sensor Data. Julia Hofmockel, Felix Richter, Eric Sax |
| 2017 | Automatic Speech Recognition Adaptation to the IoT Domain Dialogue System. Maciej Zembrzuski, Heesik Jeon, Joanna Marhula, Katarzyna Beksa, Szymon Sikorski, Tomasz Latkowski, Pawel Bujnowski |
| 2017 | Blocks of the Direct Product of Tolerance Relations. Christian Jäkel, Stefan E. Schmidt |
| 2017 | C&E Re-clustering: Reconstruction of Clustering Results by Three-Way Strategy. Pingxin Wang, Xibei Yang, Yiyu Yao |
| 2017 | Clustering Ensemble for Prioritized Sampling Based on Average and Rough Patterns. Matthew Triff, Ilya Pavlovski, Zhixing Liu, Lori-Anne Morgan, Pawan Lingras |
| 2017 | Co-training Semi-supervised Learning for Single-Target Regression in Data Streams Using AMRules. Ricardo Teixeira Sousa, João Gama |
| 2017 | Combining Machine Learning and Knowledge-Based Systems for Summarizing Interviews. Ángel Luís Garrido, Oscar Cardiel, Andrea Aleyxendri, Ruben Quilez |
| 2017 | Comparative Analysis of Musical Performances by Using Emotion Tracking. Jacek Grekow |
| 2017 | Concept-Enhanced Multi-view Co-clustering of Document Data. Valentina Rho, Ruggero G. Pensa |
| 2017 | Continuous Embedding Spaces for Bank Transaction Data. Ali Batuhan Dayioglugil, Yusuf Sinan Akgul |
| 2017 | Efficient All Relevant Feature Selection with Random Ferns. Miron Bartosz Kursa |
| 2017 | Evaluating Difficulty of Multi-class Imbalanced Data. Mateusz Lango, Krystyna Napierala, Jerzy Stefanowski |
| 2017 | Exploiting Web Sites Structural and Content Features for Web Pages Clustering. Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci |
| 2017 | Extended Process Models for Activity Prediction. Stefano Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro |
| 2017 | Extending Logistic Regression Models with Factorization Machines. Mark Pijnenburg, Wojtek Kowalczyk |
| 2017 | Filtering Decision Rules with Continuous Attributes Governed by Discretisation. Urszula Stanczyk |
| 2017 | Foundations of Intelligent Systems - 23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings Marzena Kryszkiewicz, Annalisa Appice, Dominik Slezak, Henryk Rybinski, Andrzej Skowron, Zbigniew W. Ras |
| 2017 | From Meaningful Orderings in the Web of Data to Multi-level Pattern Structures. Quentin Brabant, Miguel Couceiro, Amedeo Napoli, Justine Reynaud |
| 2017 | Heterogeneous Ensemble of Specialised Models - A Case Study in Stock Market Recommendations. Michal Kozielski, Katarzyna Dusza, Józef Flakus, Krzysztof Kozlowski, Sebastian Musial, Bartlomiej Szwej |
| 2017 | ISMIS 2017 Data Mining Competition: Trading Based on Recommendations. Mathurin Aché, Andrzej Janusz, Kamil Zbikowski, Dominik Slezak, Marzena Kryszkiewicz, Henryk Rybinski, Piotr Gawrysiak |
| 2017 | Modification to K-Medoids and CLARA for Effective Document Clustering. Phuong T. Nguyen, Kai Eckert, Azzurra Ragone, Tommaso Di Noia |
| 2017 | Multi-criteria Based Three-Way Classifications with Game-Theoretic Rough Sets. Yan Zhang, JingTao Yao |
| 2017 | Multi-levels 3D Chromatin Interactions Prediction Using Epigenomic Profiles. Ziad Al Bkhetan, Dariusz Plewczynski |
| 2017 | Multimodal System for Diagnosis and Polysensory Stimulation of Subjects with Communication Disorders. Adam Kurowski, Piotr Odya, Piotr Szczuko, Michal Lech, Pawel Spaleniak, Bozena Kostek, Andrzej Czyzewski |
| 2017 | New Method of Calculating ^SRCM Chirality Measure. Przemyslaw Szurmak, Jan J. Mulawka |
| 2017 | On Containment of Triclusters Collections Generated by Quantified Box Operators. Dmitrii Egurnov, Dmitry I. Ignatov, Engelbert Mephu Nguifo |
| 2017 | On Locality Sensitive Hashing for Sampling Extent Generators. Víctor Codocedo, My Thao Tang |
| 2017 | On Neural Network Architecture Based on Concept Lattices. Sergei O. Kuznetsov, Nurtas Makhazhanov, Maxim Ushakov |
| 2017 | On the Existence of Kernel Function for Kernel-Trick of k-Means. Mieczyslaw A. Klopotek |
| 2017 | On the Gradual Acceptability of Arguments in Bipolar Weighted Argumentation Frameworks with Degrees of Trust. Andrea Pazienza, Stefano Ferilli, Floriana Esposito |
| 2017 | On-Demand Generation of AOC-Posets: Reducing the Complexity of Conceptual Navigation. Alexandre Bazin, Jessie Carbonnel, Giacomo Kahn |
| 2017 | Opinion Mining on Non-English Short Text. Esra Akbas |
| 2017 | OptiLocator: Discovering Optimum Location for a Business Using Spatial Co-location Mining and Spatio-Temporal Data. Robert Bembenik, Jacek Szwaj, Grzegorz Protaziuk |
| 2017 | Pathway Computation in Models Derived from Bio-Science Text Sources. Troels Andreasen, Henrik Bulskov, Per Anker Jensen, Jørgen Fischer Nilsson |
| 2017 | Predicting Stock Trends Based on Expert Recommendations Using GRU/LSTM Neural Networks. Przemyslaw Buczkowski |
| 2017 | Query-Based Versus Tree-Based Classification: Application to Banking Data. Alexey Masyutin, Yury Kashnitsky |
| 2017 | Recurrent Neural Networks for Online Video Popularity Prediction. Tomasz Trzcinski, Pawel Andruszkiewicz, Tomasz Bochenski, Przemyslaw Rokita |
| 2017 | Robust Learning in Expert Networks: A Comparative Analysis. Ashiqur R. KhudaBukhsh, Jaime G. Carbonell, Peter J. Jansen |
| 2017 | Rule-Based Reasoning with Belief Structures. Lukasz Bialek, Barbara Dunin-Keplicz, Andrzej Szalas |
| 2017 | Scalable Framework for the Analysis of Population Structure Using the Next Generation Sequencing Data. Anastasiia Hryhorzhevska, Marek S. Wiewiórka, Michal J. Okoniewski, Tomasz Gambin |
| 2017 | Scalable Machine Learning with Granulated Data Summaries: A Case of Feature Selection. Agnieszka Chadzynska-Krasowska, Pawel Betlinski, Dominik Slezak |
| 2017 | Selection of Initial Modes for Rough Possibilistic K-Modes Methods. Asma Ammar, Zied Elouedi |
| 2017 | Semantic Enriched Short Text Clustering. Marek Kozlowski, Henryk Rybinski |
| 2017 | Shallow Reading with Deep Learning: Predicting Popularity of Online Content Using only Its Title. Wojciech Stokowiec, Tomasz Trzcinski, Krzysztof Wolk, Krzysztof Marasek, Przemyslaw Rokita |
| 2017 | Supporting the Page-Hinkley Test with Empirical Mode Decomposition for Change Detection. Raquel Sebastião, José Maria Fernandes |
| 2017 | The Inescapable Relativity of Explicitly Represented Knowledge: An FCA Perspective. David W. Flater |
| 2017 | Time-Frequency Representations for Speed Change Classification: A Pilot Study. Alicja Wieczorkowska, Elzbieta Kubera, Danijel Korzinek, Tomasz Slowik, Andrzej Kuranc |
| 2017 | Time-Series Data Analytics Using Spark and Machine Learning. Patcharee Thongtra, Alla Sapronova |
| 2017 | Uncalibrated Visual Servo for the Remotely Operated Vehicle. Chi-Cheng Cheng, Tsan-Chu Lu |
| 2017 | User-Based Context Modeling for Music Recommender Systems. Imen Ben Sassi, Sadok Ben Yahia, Sehl Mellouli |
| 2017 | Using Formal Concept Analysis for Checking the Structure of an Ontology in LOD: The Example of DBpedia. Pierre Monnin, Mario Lezoche, Amedeo Napoli, Adrien Coulet |
| 2017 | Using Network Analysis to Improve Nearest Neighbor Classification of Non-network Data. Maciej Piernik, Dariusz Brzezinski, Tadeusz Morzy, Mikolaj Morzy |
| 2017 | Using Recommendations for Trade Returns Prediction with Machine Learning. Ling Cen, Dymitr Ruta, Andrzej Ruta |
| 2017 | Validity of Automated Inferences in Mapping of Anatomical Ontologies. Milko Krachunov, Peter Petrov, Maria Nisheva, Dimitar Vassilev |
| 2017 | Viewing Morphisms Between Pattern Structures via Their Concept Lattices and via Their Representations. Lars Lumpe, Stefan E. Schmidt |
| 2017 | Visualizing Switching Regimes Based on Multinomial Distribution in Buzz Marketing Sites. Yuki Yamagishi, Kazumi Saito |