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ISMIS 2014 Program

Wednesday, 25.06.2014

8:30-9:10 Registration
9:10-9:30 ISMIS Opening
9:30-10:30 Plenary talk: Big Data Workflows: Issues and Challenges,
Matthias Jarke,
Chair: Jerzy Stefanowski
10:30-10:50 Coffee break
10:50-13:10 Complex Networks and Data Stream Mining,
Chair: Fumarola Fabio
Community Detection by an Efficient Ant Colony Approach,
Lúcio Andrade, Rogério Espíndola and Nelson Ebecken
Adaptive XML Stream Classification using Partial Tree-edit Distance,
Dariusz Brzezinski and Maciej Piernik
RILL: Algorithm for Learning Rules from Streaming Data with Concept Drift,
Magdalena Deckert and Jerzy Stefanowski
Community Detection for Multiplex Social Networks based on Relational Bayesian Networks,
Jiuchuan Jiang and Manfred Jaeger
Mining Dense Regions from Vehicular Mobility in Streaming Setting,
Corrado Loglisci and Donato Malerba
Mining Temporal Evolution of Entities in a Stream of Textual Documents,
Gianvito Pio, Pasqua Fabiana Lanotte, Michelangelo Ceci and Donato Malerba
Efficient method for community detection based on formal concept analysis,
Selmane Sidali
13:10-14:10 Lunch
14:10-16:10 Intelligent Systems Applications 1,
Chair: Bozena Kostek
A Recursive Algorithm for Building Renovation in Smart Cities,
Andrés Felipe Barco Santa, Elise Vareilles, Michel Aldanondo and Paul Gaborit
Spike sorting based upon PCA over DWT frequency band selection,
Konrad Ciecierski, Zbigniew Ras and Andrzej Przybyszewski
Neural Network Implementation of a Mesoscale Meteorological Model,
Robert Firth and Jianhua Chen
Spectral Machine Learning for Predicting Power Wheelchair Exercise Compliance,
Robert Fisher and Reid Simmons
Mood Tracking of Radio Station Broadcasts,
Jacek Grekow
Evidential Combination Operators for Entrapment Prediction in Advanced Driver Assistance Systems,
Alexander Karlsson, Anders Dahlbom and Hui Zhong
16:10-16:30 Coffee break
16:30-17:30 ISMIS Posters - short oral presentation of all posters,
Chair: Henning Christiansen
Representation and Evolution of User Profile in Information Retrieval based on Bayesian Approach,
Farida Achemoukh and Rachid Ahmed-Ouamer
Creating Polygon Models for Spatial Clusters,
Fatih Akdag, Christoph F. Eick and Guoning Chen
Skeleton Clustering by Autonomous Mobile Robots for Subtle Fall Risk Discovery,
Yutaka Deguchi and Einoshin Suzuki
Sonar Method of Distinguishing Objects Based on Reflected Signal Specifics,
Teodora Dimitrova-Grekow and Marcin Jarczewski
Endowing Semantic Query Languages with Advanced Relaxation Capabilities,
Géraud Fokou, Stéphane Jean and Allel Hadjali
A Business Intelligence Solution for Monitoring Efficiency of Photovoltaic Power Plants,
Fabio Fumarola, Annalisa Appice and Donato Malerba
WBPL: An Open-Source Library for Predicting Web Surfing Behaviors,
Ted Gueniche, Philippe Fournier-Viger, Roger Nkambou and Vincent S. Tseng
Data-Quality-Aware Skyline Queries,
Hélène Jaudoin, Olivier Pivert, Grégory Smits and Virginie Thion
Neuroscience Rough Set Approach for Credit Analysis of Branchless Banking.,
Rory Lewis
Collective Inference for Handling Autocorrelation in Network Regression,
Corrado Loglisci, Annalisa Appice and Donato Malerba
On Predicting a Call Center's Workload: A Discretization-based Approach,
Luis Moreira-Matias, Rafael Nunes, Michel Ferreira, João Mendes-Moreira and Joao Gama
Improved Approximation Guarantee for Max Sum Diversification with Parameterised Triangle Inequality,
Marcin Sydow
Learning Diagnostic Diagrams in Transport-based Data-collection Systems,
Vu The Tran, Peter Eklund and Chris Cook
17:30-19:30 ISMIS Posters and Welcome Reception,
Chair: Henning Christiansen

Thursday, 26.06.2014

8:30-9:30 Plenary talk: Exploiting Cultural Specificity in Music Information Research,
Xavier Serra,
Chair: Zbigniew W. Ras
9:30-9:50 Coffee break
9:50-12:10 Data Mining Methods,
Chair: Michelangelo Ceci
On Interpreting Three-Way Decisions through Two-Way Decisions,
Xiaofei Deng, Yiyu Yao and JingTao Yao
Fast High-Utility Itemset Mining using Co-occurrence Information,
Philippe Fournier-Viger, Cheng Wei Wu, Souleymane Zida and Vincent S. Tseng
Automatic Subclasses Estimation for a Better Classification with HNNP,
Ruth Janning, Carlotta Schatten and Lars Schmidt-Thieme
A Large Scale, Hybrid Approach for Recommending Pages Based on Previous User Click Pattern and Content,
Mohammad Sharif and Vijay Raghavan
EverMiner Prototype using LISp-Miner Control Language,
Milan Simunek and Jan Rauch
Local Characteristics of Minority Examples in Pre-processing of Imbalanced Data,
Jerzy Stefanowski, Malgorzata Trzcielinska and Krystyna Napierala
Visual-based Detection of Properties of Confirmation Measures,
Robert Susmaga and Izabela Szczech
12:10-13:10 Lunch
13:10-15:30 Knowledge Representation in Databases and Systems,
Chair: Jørgen Villadsen
A System for Computing Conceptual Pathways in Bio-Medical Text Models,
Troels Andreasen, Henrik Bulskov, Jørgen Fischer Nilsson and Per Anker Jensen
Putting Instance Matching to the Test. Is Instance Matching Ready for Reliable Data Linking?,
Silviu Homoceanu, Jan-Christoph Kalo and Wolf-Tilo Balke
Improving personalization and contextualization of queries to knowledge bases using spreading activation and users' feedback,
Ana Belen Pelegrina, Maria J. Martin-Bautista and Pamela Faber
Plethoric Answers to Fuzzy Queries: A Reduction Method Based on Query Mining,
Olivier Pivert and Grégory Smits
Generating Description Logic ALC from Text in Natural Language,
Ryan Ribeiro de Azevedo, Fred Freitas, Rodrigo Rocha,José Antônio Menezes and Luis F. Alves Pereira
DBaaS-Expert: A Recommender for the Selection of the Right Cloud Database,
Soror Sahri, Rim Moussa, Salima Benbernou and Darrell Long
Context-Aware Decision Support in Dynamic Environments: Methodology and Case Study,
Alexander Smirnov, Tatiana Levashova, Alexey Kashevnik and Nikolay Shilov
15:30-15:50 Coffee break
15:50-17:10 Special Session: Challenges in Text Mining and Semantic Information Retrieval,
Chair: Henryk Rybinski
AI Platform for Building University Research Knowledge Base,
Jakub Koperwas, Łukasz Skonieczny, Marek Kozłowski, Piotr Andruszkiewicz, Henryk Rybiński and Wacław Struk
A seed based method for dictionary translation,
Robert Krajewski, Henryk Rybinski and Marek Kozłowski
SAUText -- a System for Analysis of Unstructured Textual Data,
Grzegorz Protaziuk, Jacek Lewandowski and Robert Bembenik
Evaluation of Path Based Methods for Conceptual Representation of the Text,
Julian Szymanski and Łukasz Kucharczyk
17:10-19:30 Viking Ship Museum
19:30-22:30 Conference Dinner at Hotel Prindsen

Friday, 27.06.2014

8:30-9:30 Plenary talk:Modelling the Web: Examples of modelling text, knowledge networks and physical-social systems,
Steffen Staab,
Chair: Alexander Smirnov
9:30-9:50 Coffee break
9:50-12:10 Textual Data Analysis and Mining,
Chair: Juan-Carlos Cubero
Unsupervised aggregation of categories for document labelling,
Piotr Borkowski, Krzysztof Ciesielski and Mieczysław A. Kłopotek
Classification of Small Datasets: Why Using Class-Based Weighting Measures?,
Flavien Bouillot, Pascal Poncelet and Mathieu Roche
Improved Factorization of a Connectionist Language Model for Single-Pass Real-Time Speech Recognition,
Łukasz Brocki, Danijel Korzinek and Krzysztof Marasek
Automatic Extraction of Logical Web Lists,
Pasqua Fabiana Lanotte, Fabio Fumarola, Michelangelo Ceci,Andrea Scarpino, Michele Damiano Torelli and Donato Malerba
Combining Formal Logic and Machine Learning for Sentiment Analysis,
Niklas Christoffer Petersen and Jørgen Villadsen
Clustering View-Segmented Documents via Tensor Modeling,
Salvatore Romeo, Andrea Tagarelli and Dino Ienco
Searching XML element using terms propagation method,
Fellag-Berchiche Samia and Mezghiche Mohamed
12:10-13:10 Lunch
13:10-15:10 Intelligent Systems Applications 2,
Chair: Jacek Grekow
Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings,
Elzbieta Kubera, Alicja Wieczorkowska and Magdalena Skrzypiec
Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings,
Miron B. Kursa and Alicja A. Wieczorkowska
Computer-Supported Polysensory Integration Technology for Educationally Handicapped Pupils,
Michal Lech, Andrzej Czyzewski, Waldemar Kucharski and Bozena Kostek
Integrating Cluster Analysis to the ARIMA Model for Forecasting Geosensor Data,
Sonja Pravilovic, Annalisa Appice and Donato Malerba
Unsupervised and Hybrid Approaches for On-Line RFID Localization with Mixed Context Knowledge,
Christoph Scholz, Martin Atzmueller and Gerd Stumme
Mining Surgical Meta-Actions Effects with Variable Diagnoses' Number,
Hakim Touati, Zbigniew W. Ras, James Studnicki and Alicja A. Wieczorkowska
15:10-15:30 Coffee break
15:30-16:50 Special Session: Warehousing and OLAPing Complex, Spatial and Spatio-Temporal Data,
Chair: Alfredo Cuzzocrea
Restructuring Dynamically Analytical Dashboards Based on Usage Profiles,
Orlando Belo, Paulo Rodrigues, Rui Barros and Helena Correia
Enhancing Traditional Data Warehousing Architectures with Real-Time Capabilities,
Alfredo Cuzzocrea, Nickerson Ferreira and Pedro Furtado
Inference on Semantic Trajectory Data Warehouse Using an Ontological Approach,
Thouraya Sakouhi, Jalel Akaichi, Jamal Malki, Alain Bouju and Rouaa Wannous
Combining Stream Processing Engines and Big Data Storages for Data Analysis,
Thomas Steinmaurer, Patrick Traxler, Michael Zwick, Reinhard Stumptner and Christian Lettner
16:50-17:00 Closing