| 2014 | Local Characteristics of Minority Examples in Pre-processing of Imbalanced Data. | Jerzy Stefanowski, Krystyna Napierala, Malgorzata Trzcielinska |
| 2014 | Context-Aware Decision Support in Dynamic Environments: Methodology and Case Study. | Alexander V. Smirnov, Tatiana Levashova, Alexey M. Kashevnik, Nikolay Shilov |
| 2014 | EverMiner Prototype Using LISp-Miner Control Language. | Milan Simunek, Jan Rauch |
| 2014 | A Large-Scale, Hybrid Approach for Recommending Pages Based on Previous User Click Pattern and Content. | Mohammad Amir Sharif, Vijay V. Raghavan |
| 2014 | Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge. | Christoph Scholz, Martin Atzmueller, Gerd Stumme |
| 2014 | Inference on Semantic Trajectory Data Warehouse Using an Ontological Approach. | Thouraya Sakouhi, Jalel Akaichi, Jamal Malki, Alain Bouju, Rouaa Wannous |
| 2014 | DBaaS-Expert: A Recommender for the Selection of the Right Cloud Database. | Soror Sahri, Rim Moussa, Darrell D. E. Long, Salima Benbernou |
| 2014 | Clustering View-Segmented Documents via Tensor Modeling. | Salvatore Romeo, Andrea Tagarelli, Dino Ienco |
| 2014 | SAUText - A System for Analysis of Unstructured Textual Data. | Grzegorz Protaziuk, Jacek Lewandowski, Robert Bembenik |
| 2014 | Integrating Cluster Analysis to the ARIMA Model for Forecasting Geosensor Data. | Sonja Pravilovic, Annalisa Appice, Donato Malerba |
| 2014 | Plethoric Answers to Fuzzy Queries: A Reduction Method Based on Query Mining. | Olivier Pivert, Grgory Smits |
| 2014 | Mining Temporal Evolution of Entities in a Stream of Textual Documents. | Gianvito Pio, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba |
| 2014 | Combining Formal Logic and Machine Learning for Sentiment Analysis. | Niklas Christoffer Petersen, Jrgen Villadsen |
| 2014 | Improving Personalization and Contextualization of Queries to Knowledge Bases Using Spreading Activation and Users' Feedback. | Ana Beln Pelegrina, Mara J. Martn-Bautista, Pamela Faber |
| 2014 | On Predicting a Call Center's Workload: A Discretization-Based Approach. | Lus Moreira-Matias, Rafael Nunes, Michel Ferreira, Joo Mendes-Moreira, Joo Gama |
| 2014 | Mining Dense Regions from Vehicular Mobility in Streaming Setting. | Corrado Loglisci, Donato Malerba |
| 2014 | Collective Inference for Handling Autocorrelation in Network Regression. | Corrado Loglisci, Annalisa Appice, Donato Malerba |
| 2014 | Neuroscience Rough Set Approach for Credit Analysis of Branchless Banking. | Rory A. Lewis |
| 2014 | Computer-Supported Polysensory Integration Technology for Educationally Handicapped Pupils. | Michal Lech, Andrzej Czyzewski, Waldemar Kucharski, Bozena Kostek |
| 2014 | Automatic Extraction of Logical Web Lists. | Pasqua Fabiana Lanotte, Fabio Fumarola, Michelangelo Ceci, Andrea Scarpino, Michele Damiano Torelli, Donato Malerba |
| 2014 | Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings. | Miron B. Kursa, Alicja Wieczorkowska |
| 2014 | Evaluation of Path Based Methods for Conceptual Representation of the Text. | Lukasz Kucharczyk, Julian Szymanski |
| 2014 | Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings. | Elzbieta Kubera, Alicja Wieczorkowska, Magdalena Skrzypiec |
| 2014 | A Seed Based Method for Dictionary Translation. | Robert Krajewski, Henryk Rybinski, Marek Kozlowski |
| 2014 | AI Platform for Building University Research Knowledge Base. | Jakub Koperwas, Lukasz Skonieczny, Marek Kozlowski, Piotr Andruszkiewicz, Henryk Rybinski, Waclaw Struk |