PReMI 2015, June 30-July 3, Warsaw, Poland
PReMI 2015 - Warsaw University of Technology, Warsaw, Poland, June 30 - July 3, 2015

PReMI 2015 Program

Tuesday, 30.06.2015

8:30-9:10 Registration
9:10-9:30 118PReMI 2015 Opening
9:30-10:30 118 Plenary talk 1 (Chair: Marzena Kryszkiewicz)
Professor George Karypis
Recent Advances in Recommender Systems and Future Directions
10:30-11:30 118 Plenary talk 2 (Chair: Andrzej Skowron)
Professor Sankar Pal
Granular Mining and Rough-Fuzzy Computing: Data to Knowledge and Big Data Issues
11:30-11:50 Coffee break
11:50-13:10 118Appl. of Artificial Intelligence I
Chair: Zbigniew Raś
133Image Processing I
Chair: Ivo Düntsch
Effective Imbalanced Classification of Breast Thermogram Features,
Bartosz Krawczyk and Gerald Schaefer
A Novel Approach for Image Super Resolution Using Kernel Methods,
Adhish Prasoon, Himanshu Chaubey, Abhinav Gupta, Rohit and Santanu Chaudhury
Using Patterns in Computer Go,
Leszek Śliwa
Fixed Point Learning based 3D Conversion of 2D Videos,
Nidhi Chahal and Santanu Chaudhury
Climate Network Based Index Discovery for Prediction of Indian Monsoon,
Moumita Saha and Pabitra Mitra
Fast and Accurate Foreground Background Separation for Video Surveillance,
Prashant Domadiya, Pratik Shah and Suman K. Mitra
Fusion of Static and Dynamic Parameters at Decision Level in Human Gait Recognition,
Marcin Derlatka and Mariusz Bogdan
Modified Exemplar-Based Image Inpainting via Primal-Dual Optimization,
Veepin Kumar, Jayanta Mukhopadhyay and Shyamal Kumar Das Mandal
13:10-14:40 Lunch
14:40-16:00 118Fuzzy Computing
Chair: Zbigniew Suraj
133Image Processing II
Chair: Przemysław Rokita
Determining OWA Operator Weights by Maximum Deviation Minimization,
Wlodzimierz Ogryczak, Jaroslaw Hurkala
Generation of Random triangular Digital Curves using Combinatorial Techniques,
Apurba Sarkar, Arindam Biswas, Mousumi Dutt and Arnab Bhattacharya
Fuzzy Set Interpretation of Comparator Networks,
Lukasz Sosnowski and Dominik Slezak
Procedural Generation of Adjustable Terrain for Application in Computer Games Using 2D Maps,
Izabella Antoniuk and Przemysław Rokita
Concept Synthesis using Logic of Prototypes and Counterexamples: a Graded Consequence Approach,
Soma Dutta and Piotr Wasilewski
Enumeration of Shortest Isothetic Paths inside a Digital Object,
Mousumi Dutt, Arindam Biswas and Bhargab B Bhattacharya
Inverted fuzzy implications in backward reasoning,
Zbigniew Suraj and Agnieszka Lasek
20:00-23:00 Welcome reception

Wednesday, 01.07.2015

9:00-10:00 118Plenary talk 3 (Chair: Piotr Gawrysiak)
Professor Xin Yao
Ensemble Approaches in Learning
10:00-11:00 118Image Retrieval
Chair: Władysław Skarbek
133Bioinformatics I
Chair: Tomasz Gambin
Context-based Semantic Tagging of Multimedia Data,
Nisha Pahal, Santanu Chaudhury and Brejesh Lall
Consensus-based prediction of RNA and DNA binding residues from protein sequences,
Jing Yan and Lukasz Kurgan
Face Profile View Retrieval using Time of Flight Camera Image Analysis,
Piotr Bratoszewski and Andrzej Czyzewski
A New Similarity Measure for Identification of Disease Genes,
Pradipta Maji, Ekta Shah and Sushmita Paul
Tackling Curse of Dimensionality for Efficient Content Based Image Retrieval,
Minakshi Banerjee and Seikh Mazharul Islam
Selection of a Consensus Area Size for Multithreaded Wavefront-based Alignment Procedure for Compressed Sequences of Protein Secondary Structures,
Dariusz Mrozek and Bozena Malysiak-Mrozek
11:00-11:20 Coffee break
11:20-13:00 118Foundations of Machine Learning
Chair: Andrzej Czyzewski
133Rough Sets - Applications and Scalability Issues
Chair: Jarosław Stepaniuk
On the Number of Rules and Conditions in Mining Data with Attribute-Concept Values and "Do Not Care" Conditions,
Patrick G. Clark and Jerzy W. Grzymala-Busse
Rough set based modeling and visualization of the acoustic field around a human head,
Piotr Szczuko, Bożena Kostek, Józef Kotus and Andrzej Czyżewski
Simplifying contextual structures,
Ivo Düntsch and Günther Gediga
Music Genre Recognition in the Rough Set-Based Environment,
Piotr Hoffmann and Bozena Kostek
A new Linear Discriminant Analysis method to address the over-reducing problem,
Huan Wan, Gongde Guo, Hui Wang and Xin Wei
Scalability of Data Decomposition Based Algorithms: Attribute Reduction Problem,
Piotr Hońko
Towards a Robust Scale Invariant Feature Correspondence,
Shady Elmashad and Amin Shoukry
Generating Core Based on Discernibility Measure and MapReduce,
Michał Czołombitko and Jarosław Stepaniuk
A Comparison of Two Approaches to Discretization: Multiple Scanning and C4.5,
Jerzy W. Grzymala-Busse and Teresa Mroczek
Global Optimization of Exact Association Rules Relative to Coverage,
Beata Zielosko
13:00-14:30 Lunch
14:30-15:50 118Image Tracking
Chair: Suman Mitra
133Bioinformatics II
Chair: Pradipta Maji
Head pose tracking from RGBD sensor based on direct motion estimation,
Adam Strupczewski, Błażej Czupryński, Władysław Skarbek, Marek Kowalski and Jacek Naruniec
PDP-RF: Protein Domain Boundary Prediction using Random Forest Classifier,
Piyali Chatterjee, Subhadip Basu, Julian Zubek, Mahantapas Kundu, Mita Nasipuri and Dariusz Plewczynski
Improved simulation of holography based on stereoscopy and face tracking,
Łukasz Dąbała and Przemysław Rokita
MaER: A New Multiclass Classifier for Binding Activity Prediction of HLA Class II Proteins,
Giovanni Mazzocco, Shib Sankar Bhowmick, Indrajit Saha, Ujjwal Maulik, Debotosh Bhattacharjee and Dariusz Plewczynski
Real-Time Distributed Multi-Object Tracking in a PTZ Camera Network,
Ayesha Choudhary, Shubham Sharma, Indu S. and Santanu Chaudhury
Supervised Cluster Analysis of miRNA Expression Data Using Rough Hypercuboid Partition Matrix,
Sushmita Paul and Julio Vera
Analysis of AmpliSeq RNA-sequencing enrichment panels,
Marek S Wiewiórka, Alicja Szabelska and Michal Okoniewski
16:00 Guided tour

Thursday, 02.07.2015

9:00-10:00 118Plenary talk 4 (Chair: Henryk Rybinski)
Professor Roman Słowiński
Constructive Learning of Preferences with Robust Ordinal Regression
10:00-11:20 118Pattern Recognition
Chair: Włodzimierz Ogryczak
133Fuzzy Rough Sets
Chair: Jerzy W. Grzymała-Busse
Ear Recognition using Block-based Principal Component Analysis and Decision Fusion,
Alaa Tharwat, Abdelhameed Ibrahim, Aboul Ella Hassanien and Gerald Schaefer
A New Post-Processing Method to Detect Brain Tumor Using Rough-Fuzzy Clustering,
Shaswati Roy and Pradipta Maji
Modified Orthogonal Neighborhood Preserving Projection for Face Recognition,
Purvi Koringa, Gitam Shikkenawis, Suman Mitra and S. K. Parulkar
Application of Fuzzy Rough Sets to Financial Time Series Forecasting,
Mariusz Podsiadło and Henryk Rybiński
An Optimal Greedy Approximate Nearest Neighbor Method in Statistical Pattern Recognition,
Andrey Savchenko
Fuzzy rough sets theory reducts for quantitative decisions – approach for spatial data generalization,
Anna Fiedukowicz
A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine,
Vandna Bhalla, Santanu Chaudhury and Arihant Jain
Fuzzy Rough Sets theory applied to parameters of eye movements can help to predict effects of different treatments in Parkinson’s patients,
Anna Kubis, Artur Szymański and Andrzej Przybyszewski
11:20-11:40 Coffee break
11:40-13:20 118Tutorial I (Chair: Robert Bembenik)
Professor Gerald Schaefer
Interactive Image Database Exploration
13:20-14:50 Lunch
14:50-16:30 118Tutorial II (Chair: Łukasz Skonieczny)
Professor Santanu Chaudhury
Scalable Machine Learning
19:30-23:30 Gala dinner

Friday, 03.07.2015

9:00-11:00 118Industrial Session I (Text processing)
Chair: Jacek Lewandowski
133Industrial Session II (Data Mining)
Chair: Piotr Gawkowski
Automatic Sentiment Analysis in Polish Language,
Antoni Sobkowicz
Identification of Diabetes Disease Using Committees of Neural Network-Based Classifiers,
Ali El-Baz, Aboul Ella Hassanien and Gerald Schaefer
Learning Curve with Machine Translation Based on Parallel, Bilingual Corpora,
Maciej Kowalski
Enzyme Function Classification Based on Borda Count Ranking Aggregation Method,
Mahir M.Sharif, AlaaTharwat, Aboul EllaHassanien, Hesham A.Hefny, Gerald Schaefer
N-gram Collection from a Large-Scale Corpus of Polish Internet,
Szymon Roziewski, Wojciech Stokowiec and Antoni Sobkowicz
Information Selection and Data Compression RapidMiner Library,
Marcin Blachnik and Mirosław Kordos
Study Fields Clustering Using KRK Competences,
Marek Kozłowski
Frequent action rules mining,
Agnieszka Dardzinska and Anna Romaniuk
Semantic Textual Similarity Using Various Approaches,
Maciej Kazuła
Extensions of Dynamic Programming for Design and Analysis of Decision Trees,
Mikhail Moshkov

Knowledge Pit Platform for Modern Data Mining Competitions,
Andrzej Janusz, Sebastian Stawicki and Dominik Ślęzak
11:00-11:20 Coffee break
11:20-12:40 118Appl. of Artificial Intelligence II
Chair: Piotr Andruszkiewicz
133Industrial Session III (Text and multimedia processing)
Chair: Dominik Ślęzak
Hierarchical Agglomerative Method for Improving Net Promoter Score,
Jieyan Kuang, Zbigniew Ras and Albert Daniel
Rician Noise Removal approach for Brain MR Images using Kernel Principal Component Analysis,
Ashish Phophalia and Suman Mitra
Event detection from Business News,
Ishan Verma, Lipika Dey, Ramakrishnan S Srinivasan and Lokendra Singh
Automatic Translation of Multi-word Labels,
Grzegorz Protaziuk, Marcin Kaczyński and Robert Bembenik
Web Search Results Clustering using Frequent Termsets Mining,
Marek Kozłowski
VTLN Using Different Warping Functions for Template Matching,
Maulik Madhavi, Shubham Sharma and Hemant Patil
Application of Machine Learning Algorithms for Bitcoin Automated Trading,
Kamil Żbikowski
A Comparative Study on Music Genre Classification Algorithms,
Wojciech Stokowiec
12:40-14:10 Lunch
14:10-15:50 118Data Mining Techniques for Large Scale Data
Chairs: Julian Szymański & Marcin Błachnik
133Industrial Session IV (Software)
Chair: Dominik Ryżko
Binarizing Change for Fast Trend Similarity Based Clustering of Time Series Data,
Ibrahim K A Abughali and Sonajharia Minz
Infobright's Database Software - Further Scalability Directions,
Janusz Borkowski, Dominik Ślęzak, Piotr Synak and Jakub Wróblewski
Big data processing by volunteer computing supported by intelligent agents,
Jerzy Balicki, Waldemar Korłub and Jacek Paluszak
Rough Set Software Packages - Overview and Future Directions,
Andrzej Janusz, Sebastian Stawicki and Dominik Ślęzak
Task allocation and scalability evaluation for real-time multimedia processing in a cluster environment,
Jerzy Proficz and Henryk Krawczyk
Automatic Clustering Methods of Offers in an E-commerce Marketplace,
Bartłomiej Twardowski, Anna Wróblewska, Paweł Zawistowski and Dominik Ryżko
Two stage SVM and kNN text documents classifier,
Marcin Kępa and Julian Szymański
mBank - Building Banking Enterprise Data Hub on a Hadoop Cluster,
Artur Szymański

Google Big Data Toolkit,
Jarosław Kuśmierek
15:50-16:10 Coffee break
16:10-16:50 118Industrial Session V (Complex systems)
Chair: Grzegorz Protaziuk
133Industrial Session VI (Internet of Things and Agent systems)
Chair: Marek Kozłowski
Maximal Discernibility Discretization of Attributes - a FPGA Approach,
Maciej Kopczynski, Tomasz Grzes and Jaroslaw Stepaniuk
Intelligent System of Limited Resource Allocation for Large-Scale Agent Systems,
Jakub Weclawski and Stanislaw Jankowski
Big Data Solutions for Smart Grids and Smart Meters,
Joanna Konopko
Searching for Logical Patterns in Multi-Sensor Data from the Industrial Internet,
Mohit Yadav, Ehtesham Hassan, Gautam Shroff, Puneet Agarwal and Ashwin Srinivasan
16:50 Closing