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22nd ISMIS 2015: Lyon, France
- Floriana Esposito, Olivier Pivert, Mohand-Saïd Hacid, Zbigniew W. Ras, Stefano Ferilli:
Foundations of Intelligent Systems - 22nd International Symposium, ISMIS 2015, Lyon, France, October 21-23, 2015, Proceedings. Lecture Notes in Computer Science 9384, Springer 2015, ISBN 978-3-319-25251-3
Data Mining Methods
- Jan Rauch, Milan Simunek:
Data Mining with Histograms - A Case Study. 3-8 - Corrado Loglisci, Bachir Balech
, Donato Malerba
Discovering Variability Patterns for Change Detection in Complex Phenotype Data. 9-18 - Andrzej Janusz
Computation of Approximate Reducts with Dynamically Adjusted Approximation Threshold. 19-28
Databases, Information Retrieval, Recommender Systems
- Fatma Ezzahra Bousnina, Mohamed Anis Bach Tobji
A New Formalism for Evidential Databases. 31-40 - Alberto Faro, Daniela Giordano:
Ubiquitous City Information Platform Powered by Fuzzy Based DSSs to Meet Multi Criteria Customer Satisfaction: A Feasible Implementation. 41-51 - Bettina Fazzinga
A Framework Supporting the Analysis of Process Logs Stored in Either Relational or NoSQL DBMSs. 52-58 - Frédéric Rayar, Sabine Barrat, Fatma Bouali, Gilles Venturini:
An Approximate Proximity Graph Incremental Construction for Large Image Collections Indexing. 59-68 - Nicolas Hug, Henri Prade, Gilles Richard:
Experimenting Analogical Reasoning in Recommendation. 69-78 - Jieyan Kuang, Zbigniew W. Ras, Albert Daniel:
Personalized Meta-Action Mining for NPS Improvement. 79-87 - Jalel Akaichi
On the Qualitative Calibration of Bipolar Queries. 88-97
Machine Learning
- Jianhua Chen, Seth Burleigh, Neeharika Chennupati, Bharath K. Gudapati:
A Scalable Boosting Learner Using Adaptive Sampling. 101-111 - Stefano Ferilli, Giuseppe Fatiguso:
WPI: Markov Logic Network-Based Statistical Predicate Invention. 112-121 - Nicola Di Mauro, Antonio Vergari
Learning Bayesian Random Cutset Forests. 122-132 - Asma Trabelsi, Zied Elouedi, Eric Lefèvre
Classifier Fusion Within the Belief Function Framework Using Dependent Combination Rules. 133-138 - Giuseppe Rizzo
On the Effectiveness of Evidence-Based Terminological Decision Trees. 139-149 - Kaikai Zhao, Einoshin Suzuki:
Clustering Classifiers Learnt from Local Datasets Based on Cosine Similarity. 150-159 - Paul K. Amalaman, Christoph F. Eick:
HC-edit: A Hierarchical Clustering Approach to Data Editing. 160-170 - Heidar Davoudi, Aijun An:
Ontology-Based Topic Labeling and Quality Prediction. 171-179 - Muhammed K. Olorunnimbe, Herna L. Viktor:
Tweets as a Vote: Exploring Political Sentiments on Twitter for Opinion Mining. 180-185 - Aleksander Wawer:
Sentiment Dictionary Refinement Using Word Embeddings. 186-193
Knowledge Representation, Semantic Web
- Didier Dubois, Henri Prade, Agnès Rico:
The Cube of Opposition and the Complete Appraisal of Situations by Means of Sugeno Integrals. 197-207 - Tommaso Di Noia, Marina Mongiello
Model Checking Based Query and Retrieval in OpenStreetMap. 208-213 - Antoni Ligeza:
Granular Rules and Rule Frames for Compact Knowledge Representation. 214-223 - Marouen Kachroudi, Aymen Chelbi, Hazem Souid, Sadok Ben Yahia
Fiona: A Framework for Indirect Ontology Alignment. 224-229 - Mouhamadou Ba
Safe Suggestions Based on Type Convertibility to Guide Workflow Composition. 230-236 - Marcin Sydow, Cristina Ioana Muntean
MUSETS: Diversity-Aware Web Query Suggestions for Shortening User Sessions. 237-247 - Laura Giordano
Encoding a Preferential Extension of the Description Logic SROIQ into SROIQ. 248-258 - Grzegorz Sobczak, Mateusz Chochól, Ralf Schenkel
iQbees: Towards Interactive Semantic Entity Search Based on Maximal Aspects. 259-264
Emotion Recognition, Music Information Retrieval
- Jacek Grekow
Emotion Detection Using Feature Extraction Tools. 267-272 - Berardina De Carolis, Stefano Ferilli, Giuseppe Palestra
Improving Speech-Based Human Robot Interaction with Emotion Recognition. 273-279 - Troels Andreasen, Henning Christiansen
Tracing Shifts in Emotions in Streaming Social Network Data. 280-289 - Rory A. Lewis
Machine Intelligence: The Neuroscience of Chordal Semantics and Its Association with Emotion Constructs and Social Demographics. 290-299
Network Analysis, Multi-agent Systems
- Sara Ahajjam, Hassan Badir
Communities Identification Using Nodes Features. 303-312 - Henry Soldano, Guillaume Santini, Dominique Bouthinon:
Abstract and Local Rule Learning in Attributed Networks. 313-323 - Stefano Ferilli, Berardina De Carolis, Domenico Redavid
An Intelligent Agent Architecture for Smart Environments. 324-330 - Zheyuan Su, Mirsad Hadzikadic:
Trust Metrics Exploration in Optimizing Stock Investment Strategies. 331-340
Applications
- Elzbieta Kubera
Audio-Based Hierarchic Vehicle Classification for Intelligent Transportation Systems. 343-352 - Alfredo Cuzzocrea, Enzo Mumolo, Alessandro Moro, Kazunori Umeda
A Novel Information Fusion Approach for Supporting Shadow Detection in Dynamic Environments. 353-363 - Elshaimaa Ali, Vijay V. Raghavan:
Extending SKOS: A Wikipedia-Based Unified Annotation Model for Creating Interoperable Domain Ontologies. 364-370 - Vu The Tran, Peter W. Eklund
Toward Real-Time Multi-criteria Decision Making for Bus Service Reliability Optimization. 371-378 - Andrés Felipe Barco
Building Thermal Renovation Overview - Combinatorics + Constraints + Support System. 379-385 - Konrad A. Ciecierski
Frequency Based Mapping of the STN Borders. 386-395
Planning, Classification
- Rajdeep Niyogi, Alfredo Milani
Planning with Sets. 399-409 - Domen Soberl
Qualitative Planning of Object Pushing by a Robot. 410-419 - Aldona Rosner, Bozena Kostek
Musical Instrument Separation Applied to Music Genre Classification. 420-430
Textual Data Analysis and Mining
- Krzysztof Wolk
Harvesting Comparable Corpora and Mining Them for Equivalent Bilingual Sentences Using Statistical Classification and Analogy-Based Heuristics. 433-441 - Sarah Zenasni, Eric Kergosien, Mathieu Roche
Discovering Types of Spatial Relations with a Text Mining Approach. 442-451 - Jean-Valère Cossu, Eric SanJuan, Juan-Manuel Torres-Moreno
Multi-dimensional Reputation Modeling Using Micro-blog Contents. 452-457 - Aleksandra Campar, Burcu Kolbay, Hector Aguilera, Iva Stankovic, Kaiser Co, Fabien Rico, Djamel A. Zighed:
Author Disambiguation. 458-464
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