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 |
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| 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 |
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| 11:30-11:50 | Coffee break | |
| 11:50-13:10 | 118Appl. of Artificial Intelligence I Chair: Zbigniew Raś |
133Image Processing I Chair: Ivo Düntsch |
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| 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 |
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| Using Patterns in Computer Go, Leszek Śliwa |
Fixed Point Learning based 3D Conversion of 2D Videos, Nidhi Chahal and Santanu Chaudhury |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| Inverted fuzzy implications in backward reasoning, Zbigniew Suraj and Agnieszka Lasek |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| Simplifying contextual structures, Ivo Düntsch and Günther Gediga |
Music Genre Recognition in the Rough Set-Based Environment, Piotr Hoffmann and Bozena Kostek |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 10:00-11:20 | 118Pattern Recognition Chair: Włodzimierz Ogryczak |
133Fuzzy Rough Sets Chair: Jerzy W. Grzymała-Busse |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| Study Fields Clustering Using KRK Competences, Marek Kozłowski |
Frequent action rules mining, Agnieszka Dardzinska and Anna Romaniuk |
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| Semantic Textual Similarity Using Various Approaches, Maciej Kazuła |
Extensions of Dynamic Programming for Design and Analysis of Decision Trees, Mikhail Moshkov |
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| Knowledge Pit Platform for Modern Data Mining Competitions, Andrzej Janusz, Sebastian Stawicki and Dominik Ślęzak |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 16:50 | Closing | |