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21st ISMIS 2014: Roskilde, Denmark
- Troels Andreasen, Henning Christiansen, Juan Carlos Cubero Talavera, Zbigniew W. Ras:
Foundations of Intelligent Systems - 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings. Lecture Notes in Computer Science 8502, Springer 2014, ISBN 978-3-319-08325-4
Complex Networks and Data Stream Mining
- Lúcio Pereira de Andrade, Rogério Pinto Espíndola, Nelson Francisco Favilla Ebecken
:
Community Detection by an Efficient Ant Colony Approach. 1-9 - Dariusz Brzezinski
Adaptive XML Stream Classification Using Partial Tree-Edit Distance. 10-19 - Magdalena Deckert, Jerzy Stefanowski
RILL: Algorithm for Learning Rules from Streaming Data with Concept Drift. 20-29 - Jiuchuan Jiang, Manfred Jaeger
Community Detection for Multiplex Social Networks Based on Relational Bayesian Networks. 30-39 - Corrado Loglisci
Mining Dense Regions from Vehicular Mobility in Streaming Setting. 40-49 - Gianvito Pio
Mining Temporal Evolution of Entities in a Stream of Textual Documents. 50-60 - Sid-Ali Selmane, Fadila Bentayeb, Rokia Missaoui, Omar Boussaid:
An Efficient Method for Community Detection Based on Formal Concept Analysis. 61-72
Data Mining Methods
- Xiaofei Deng, Yiyu Yao, Jingtao Yao:
On Interpreting Three-Way Decisions through Two-Way Decisions. 73-82 - Philippe Fournier-Viger
FHM: Faster High-Utility Itemset Mining Using Estimated Utility Co-occurrence Pruning. 83-92 - Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
Automatic Subclasses Estimation for a Better Classification with HNNP. 93-102 - Mohammad Amir Sharif, Vijay V. Raghavan:
A Large-Scale, Hybrid Approach for Recommending Pages Based on Previous User Click Pattern and Content. 103-112 - Milan Simunek, Jan Rauch:
EverMiner Prototype Using LISp-Miner Control Language. 113-122 - Jerzy Stefanowski
Local Characteristics of Minority Examples in Pre-processing of Imbalanced Data. 123-132 - Robert Susmaga, Izabela Szczech
Visual-Based Detection of Properties of Confirmation Measures. 133-143
Intelligent Systems Applications
- Andrés Felipe Barco
A Recursive Algorithm for Building Renovation in Smart Cities. 144-153 - Konrad Ciecierski
Spike Sorting Based upon PCA over DWT Frequency Band Selection. 154-163 - Robert Firth, Jianhua Chen:
Neural Network Implementation of a Mesoscale Meteorological Model. 164-173 - Robert Fisher, Reid G. Simmons
Spectral Machine Learning for Predicting Power Wheelchair Exercise Compliance. 174-183 - Jacek Grekow
Mood Tracking of Radio Station Broadcasts. 184-193 - Alexander Karlsson, Anders Dahlbom, Hui Zhong:
Evidential Combination Operators for Entrapment Prediction in Advanced Driver Assistance Systems. 194-203 - Elzbieta Kubera
Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings. 204-213 - Miron B. Kursa
Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings. 214-223 - Michal Lech
Computer-Supported Polysensory Integration Technology for Educationally Handicapped Pupils. 224-233 - Sonja Pravilovic, Annalisa Appice
Integrating Cluster Analysis to the ARIMA Model for Forecasting Geosensor Data. 234-243 - Christoph Scholz
Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge. 244-253 - Hakim Touati, Zbigniew W. Ras, James Studnicki, Alicja Wieczorkowska
Mining Surgical Meta-actions Effects with Variable Diagnoses' Number. 254-263
Knowledge Representation in Databases and Systems
- Troels Andreasen, Henrik Bulskov, Jørgen Fischer Nilsson
A System for Computing Conceptual Pathways in Bio-medical Text Models. 264-273 - Silviu Homoceanu, Jan-Christoph Kalo
Putting Instance Matching to the Test: Is Instance Matching Ready for Reliable Data Linking? 274-284 - Ana Belén Pelegrina, María J. Martín-Bautista
Improving Personalization and Contextualization of Queries to Knowledge Bases Using Spreading Activation and Users' Feedback. 285-294 - Olivier Pivert, Grégory Smits:
Plethoric Answers to Fuzzy Queries: A Reduction Method Based on Query Mining. 295-304 - Ryan Ribeiro de Azevedo, Fred Freitas, Rodrigo G. C. Rocha, José Antônio Alves de Menezes, Luis Filipe Alves Pereira:
Generating Description Logic ${\mathcal ALC}$ from Text in Natural Language. 305-314 - Soror Sahri, Rim Moussa, Darrell D. E. Long, Salima Benbernou:
DBaaS-Expert: A Recommender for the Selection of the Right Cloud Database. 315-324 - Alexander V. Smirnov, Tatiana Levashova, Alexey M. Kashevnik
Context-Aware Decision Support in Dynamic Environments: Methodology and Case Study. 325-334
Textual Data Analysis and Mining
- Piotr Borkowski, Krzysztof Ciesielski, Mieczyslaw A. Klopotek:
Unsupervised Aggregation of Categories for Document Labelling. 335-344 - Flavien Bouillot, Pascal Poncelet
Classification of Small Datasets: Why Using Class-Based Weighting Measures? 345-354 - Lukasz Brocki, Danijel Korzinek
Improved Factorization of a Connectionist Language Model for Single-Pass Real-Time Speech Recognition. 355-364 - Pasqua Fabiana Lanotte, Fabio Fumarola, Michelangelo Ceci
Automatic Extraction of Logical Web Lists. 365-374 - Niklas Christoffer Petersen, Jørgen Villadsen:
Combining Formal Logic and Machine Learning for Sentiment Analysis. 375-384 - Salvatore Romeo, Andrea Tagarelli
Clustering View-Segmented Documents via Tensor Modeling. 385-394 - Samia Berchiche-Fellag, Mohamed Mezghiche:
Searching XML Element Using Terms Propagation Method. 395-404
Special Session: Challenges in Text Mining and Semantic Information Retrieval
- Jakub Koperwas
AI Platform for Building University Research Knowledge Base. 405-414 - Robert Krajewski, Henryk Rybinski
A Seed Based Method for Dictionary Translation. 415-424 - Grzegorz Protaziuk, Jacek Lewandowski, Robert Bembenik
SAUText - A System for Analysis of Unstructured Textual Data. 425-434 - Lukasz Kucharczyk, Julian Szymanski
Evaluation of Path Based Methods for Conceptual Representation of the Text. 435-444
Special Session: Warehousing and OLAPing Complex, Spatial and Spatio-Temporal Data
- Orlando Belo
Restructuring Dynamically Analytical Dashboards Based on Usage Profiles. 445-455 - Alfredo Cuzzocrea
Enhancing Traditional Data Warehousing Architectures with Real-Time Capabilities. 456-465 - Thouraya Sakouhi, Jalel Akaichi
Inference on Semantic Trajectory Data Warehouse Using an Ontological Approach. 466-475 - Thomas Steinmaurer, Patrick Traxler, Michael Zwick, Reinhard Stumptner, Christian Lettner:
Combining Stream Processing Engines and Big Data Storages for Data Analysis. 476-485
ISMIS Posters
- Farida Achemoukh, Rachid Ahmed-Ouamer:
Representation and Evolution of User Profile in Information Retrieval Based on Bayesian Approach. 486-492 - Fatih Akdag, Christoph F. Eick, Guoning Chen
Creating Polygon Models for Spatial Clusters. 493-499 - Yutaka Deguchi, Einoshin Suzuki:
Skeleton Clustering by Autonomous Mobile Robots for Subtle Fall Risk Discovery. 500-505 - Teodora Dimitrova-Grekow, Marcin Jarczewski:
Sonar Method of Distinguishing Objects Based on Reflected Signal Specifics. 506-511 - Géraud Fokou, Stéphane Jean, Allel Hadjali:
Endowing Semantic Query Languages with Advanced Relaxation Capabilities. 512-517 - Fabio Fumarola, Annalisa Appice
A Business Intelligence Solution for Monitoring Efficiency of Photovoltaic Power Plants. 518-523 - Ted Gueniche, Philippe Fournier-Viger
WBPL: An Open-Source Library for Predicting Web Surfing Behaviors. 524-529 - Hélène Jaudoin, Olivier Pivert, Grégory Smits, Virginie Thion:
Data-Quality-Aware Skyline Queries. 530-535 - Rory A. Lewis
Neuroscience Rough Set Approach for Credit Analysis of Branchless Banking. 536-541 - Corrado Loglisci
Collective Inference for Handling Autocorrelation in Network Regression. 542-547 - Luís Moreira-Matias
On Predicting a Call Center's Workload: A Discretization-Based Approach. 548-553 - Marcin Sydow:
Improved Approximation Guarantee for Max Sum Diversification with Parameterised Triangle Inequality. 554-559 - Vu The Tran, Peter W. Eklund
Learning Diagnostic Diagrams in Transport-Based Data-Collection Systems. 560-566
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