9.00 - 9.10

Opening ceremony

9.10 – 10.20

Diego Calvanese  (Free University of Bozen-Bolzano, Italy). Scalable End-User Access to Big Data (Invited talk)

10.20 – 10.40

Coffee break

Session 1: Machine Learning and Data Mining

10.40-11.10

11.10-11.40

11.40-12.10

12.10-12.40

Sibylle Moehle, Michael Bruendl and Christoph Beierle. Modeling a System for Decision Support in Snow Avalanche Warning Using Balanced Random Forest and Weighted Random Forest (Nomination for AIMSA’14 Best Paper Award)

Varvara Tsurko and Anatoly Michalski. Feature selection by distributions contrasting

Karel Vaculík, Leona Nezvalová and Luboš Popelínský. Educational data mining for analysis of students' solutions

Gergana Lazarova. Semi-Supervised Image Segmentation (Nomination for AIMSA’14 Best Paper Award)

12.40-14.00

Lunch

Session 2: Social Networks 

14.00-14.30

14.30-15.00

15.00–15.30

Dumitru Clementin Cercel and Stefan Trausan-Matu. User-Level Opinion Propagation Analysis in Discussion Forum Threads (Nomination for AIMSA’14 Best Paper Award)

Milen Chechev and Ivan Koychev. Social News Feed Recommender (Nomination for AIMSA’14 Best Paper Award)

Jie Liu, Kai Niu and Zhiqiang He. Analysis of rumor spreading in communities based on modified SIR model in microblog (Nomination for AIMSA’14 Best Paper Award)

15.30-16.00

Coffee break

Session 3: Decision Support, Planning and Agents I

16.00-16.20

16.20-16.40

16.40-17.00

17.00-17.20

Arturo Yee, Reinaldo Rodríguez and Matias Alvarado. Analysis of strategies in American Football using Nash Equilibrium

Kristina Yordanova, Martin Nyolt and Thomas Kirste. Strategies for Reducing the Complexity of Symbolic Models for Activity Recognition

Sohail Sarwar, Yasir Mahmood, Zia Ul Qayyum and Imran Shafi. Test Case Prioritization for NUnit Based Test Plans in Agile Environment

Darko Brodic, Cedomir Maluckov, Zoran Milivojevic and Ivo Draganov. Differentiation of the Script using Adjacent Local Binary Patterns

20.00-24.00

Welcome Party

9.00 - 10.10

Bernhard Ganter (Technical University of Dresden, Germany). Formal Concepts for Learning and Education (Invited talk)

10.10 – 10.30

Coffee break

Session 4: Natural Language Processing and Formal Concept Analysis

10.30- 11.00

11.00-11.30

11.30-12.00

12.00-12.20

Ivelina Nikolova, Dimitar Tcharaktchiev, Svetla Boytcheva, Zhivko Angelov and Galia Angelova. Applying Language Technologies on Healthcare Patient Records for Better Treatment of Bulgarian Diabetic Patients (Nomination for AIMSA’14 Best Paper Award)

Roman Suvorov, Ilya Sochenkov and Ilya Tikhomirov. Dataset Collecting and Feature Selection for Web Content Filtering (Nomination for AIMSA’14 Best Paper Award)

Dmitry Ignatov, Elena Nenova, Natalia Konstantinova and Andrey Konstantinov. Boolean Matrix Factorisation for Collaborative Filtering: An FCA-Based Approach (Nomination for AIMSA'14 Best Paper Award)

Alexey Neznanov and Andrew Parinov. FCA Analyst Session and Data Access Tools in FCART 

12.20-14.00

Lunch

Session 5: Neural Networks 

14.00-14.30

14.30-15.00

15.00–15.30

15.30-15.50

Petia Koprinkova-Hristova and Kiril Alexiev. Dynamic Sound Fields Clusterization using Neuro-Fuzzy Approach

Luca Rubini, Rossella Cancelliere, Patrick Gallinari, Andrea Grosso and Antonino Raiti. Computational experience with pseudoinversion-based training of neural networks using random-projection matrices.

Piotr A. Kowalski and Piotr Kulczycki. Neural Classification for Interval Information

Tibor Kmet and Maria Kmetova. Back-propagation learning of partial functional differential equation with discrete time delay

15.50-16.20

Coffee break

Session 6:  Decision Support, Planning and Agents I

16.20-16.40

16.40-17.00

17.00-17.20

17.20-17.40

Jacek Kabziński, Jaroslaw Kacerka Optimization of polytopic system eigenvalues by swarm of particles

Myongchol Tokgo and Renfu Li. Estimation method for path planning parameter based on a modified QPSO algorithm

Jindřich Vodrážka and Roman Barták. On modeling formalisms for automated planning

Konstantin Yakovlev, Egor Baskin and Ivan Hramoin. Finetuning Randomized Heuristic Search For 2D Path Planning: Finding The Best Input Parameters For R* Algorithm Through Series Of Experiments

20.00-24.00

Conference Diner

9.00 -11.00

Boris G. Mirkin (National Research University, Higher School of Economics, Moscow, Russia). Ontology as a tool for automated interpretation (Invited talk)

10.10–10.30

Coffee break

Session 7: Knowledge Representation and Reasoning

10.30-11.00

11.00-11.30

11.30-12.00

12.00-12.20

Masayasu Atsumi. Learning Probabilistic Semantic Network of Object-oriented Action and Activity (Nomination for AIMSA’14 Best Paper Award)

Michael Sioutis, Yakoub Salhi, Jean-François Condotta and Bertrand Mazure. A Qualitative Spatio-Temporal framework based on Point Algebra

Michael Sioutis and Jean-Francois Condotta. Incrementally Building Partially Path Consistent Qualitative Constraint Networks

Domenico Redavid, Stefano Ferilli and Floriana Esposito. Towards Management of OWL-S Effects by means of a DL Action formalism combined with OWL Contexts

12.20-14.00

Lunch

Session 8: Natural Language Processing and Text Mining

14.00-14.30

14.30-14.50

14.50–15.10

15.10-15.30

Veselka Boeva, Liliana Boneva and Elena Tsiporkova. Semantic-aware Expert Partitioning

Fedor Strok, Boris Galitsky, Dmitry Ilvovsky and Sergei O. Kuznetsov. Pattern Structure Projections for Learning Discourse Structures

Irina Efimenko and Vladimir Khoroshevsky. New Technology Trends Watch: an Approach and Case Study

Ionut Paraschiv, Mihai Dascalu and Stefan Trausan-Matu. Voice Control Framework for Form Based Applications

15.30-16.00

Coffee break

16.00-16.30

Presentation of AIMSA 2014 Best Paper Award and

Closing Remarks