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6. PReMI 2015: Warsaw, Poland
- Marzena Kryszkiewicz, Sanghamitra Bandyopadhyay, Henryk Rybinski
, Sankar K. Pal:
Pattern Recognition and Machine Intelligence - 6th International Conference, PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings. Lecture Notes in Computer Science 9124, Springer 2015, ISBN 978-3-319-19940-5
Invited Paper
- Xia Ning, George Karypis:
Recent Advances in Recommender Systems and Future Directions. 3-9
Foundations of Machine Learning
- Patrick G. Clark, Jerzy W. Grzymala-Busse:
On the Number of Rules and Conditions in Mining Data with Attribute-Concept Values and "Do Not Care" Conditions. 13-22 - Ivo Düntsch
Simplifying Contextual Structures. 23-32 - Shady Y. El-Mashad, Amin A. Shoukry
Towards a Robust Scale Invariant Feature Correspondence. 33-43 - Jerzy W. Grzymala-Busse, Teresa Mroczek
A Comparison of Two Approaches to Discretization: Multiple Scanning and C4.5. 44-53 - Jieyan Kuang, Zbigniew W. Ras, Albert Daniel:
Hierarchical Agglomerative Method for Improving NPS. 54-64 - Huan Wan, Gongde Guo, Hui Wang
A New Linear Discriminant Analysis Method to Address the Over-Reducing Problem. 65-72
Image Processing
- Izabella Antoniuk
Procedural Generation of Adjustable Terrain for Application in Computer Games Using 2D Maps. 75-84 - Nidhi Chahal, Santanu Chaudhury:
Fixed Point Learning Based 3D Conversion of 2D Videos. 85-94 - Prashant Domadiya, Pratik Shah, Suman K. Mitra:
Fast and Accurate Foreground Background Separation for Video Surveillance. 95-104 - Mousumi Dutt, Arindam Biswas
Enumeration of Shortest Isothetic Paths Inside a Digital Object. 105-115 - Veepin Kumar, Jayanta Mukhopadhyay, Shyamal Kumar Das Mandal:
Modified Exemplar-Based Image Inpainting via Primal-Dual Optimization. 116-125 - Adhish Prasoon, Himanshu Chaubey, Abhinav Gupta, Rohit Garg, Santanu Chaudhury:
A Novel Approach for Image Super Resolution Using Kernel Methods. 126-135 - Apurba Sarkar
Generation of Random Triangular Digital Curves Using Combinatorial Techniques. 136-145
Image Retrieval
- Minakshi Banerjee, Seikh Mazharul Islam:
Tackling Curse of Dimensionality for Efficient Content Based Image Retrieval. 149-158 - Piotr Bratoszewski, Andrzej Czyzewski
Face Profile View Retrieval Using Time of Flight Camera Image Analysis. 159-168 - Nisha Pahal, Santanu Chaudhury, Brejesh Lall:
Context-Based Semantic Tagging of Multimedia Data. 169-179
Image Tracking
- Ayesha Choudhary
Real-Time Distributed Multi-object Tracking in a PTZ Camera Network. 183-192 - Lukasz Dabala, Przemyslaw Rokita
Improved Simulation of Holography Based on Stereoscopy and Face Tracking. 193-201 - Adam Strupczewski, Blazej Czuprynski, Wladyslaw Skarbek
Head Pose Tracking from RGBD Sensor Based on Direct Motion Estimation. 202-212
Pattern Recognition
- Vandna Bhalla, Santanu Chaudhury, Arihant Jain:
A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine. 215-224 - Purvi A. Koringa, Gitam Shikkenawis, Suman K. Mitra, S. K. Parulkar:
Modified Orthogonal Neighborhood Preserving Projection for Face Recognition. 225-235 - Andrey V. Savchenko
An Optimal Greedy Approximate Nearest Neighbor Method in Statistical Pattern Recognition. 236-245 - Alaa Tharwat, Abdelhameed Ibrahim
Ear Recognition Using Block-Based Principal Component Analysis and Decision Fusion. 246-254
Data Mining Techniques for Large Scale Data
- Ibrahim K. A. Abughali, Sonajharia Minz
Binarizing Change for Fast Trend Similarity Based Clustering of Time Series Data. 257-267 - Jerzy Balicki
Big Data Processing by Volunteer Computing Supported by Intelligent Agents. 268-278 - Marcin Kepa, Julian Szymanski
Two Stage SVM and kNN Text Documents Classifier. 279-289 - Jerzy Proficz
Task Allocation and Scalability Evaluation for Real-Time Multimedia Processing in a Cluster Environment. 290-300
Fuzzy Computing
- Soma Dutta
Concept Synthesis Using Logic of Prototypes and Counterexamples: A Graded Consequence Approach. 303-313 - Anna Fiedukowicz
Fuzzy Rough Sets Theory Reducts for Quantitative Decisions - Approach for Spatial Data Generalization. 314-324 - Anna Kubis, Artur Szymanski, Andrzej W. Przybyszewski
Fuzzy Rough Sets Theory Applied to Parameters of Eye Movements Can Help to Predict Effects of Different Treatments in Parkinson's Patients. 325-334 - Wlodzimierz Ogryczak
Determining OWA Operator Weights by Maximum Deviation Minimization. 335-344 - Lukasz Sosnowski
Fuzzy Set Interpretation of Comparator Networks. 345-353 - Zbigniew Suraj
Inverted Fuzzy Implications in Backward Reasoning. 354-364
Rough Sets
- Michal Czolombitko, Jaroslaw Stepaniuk
Generating Core Based on Discernibility Measure and MapReduce. 367-376 - Piotr Hoffmann, Bozena Kostek
Music Genre Recognition in the Rough Set-Based Environment. 377-386 - Piotr Honko
Scalability of Data Decomposition Based Algorithms: Attribute Reduction Problem. 387-396 - Mariusz Podsiadlo, Henryk Rybinski
Application of Fuzzy Rough Sets to Financial Time Series Forecasting. 397-406 - Shaswati Roy, Pradipta Maji
A New Post-processing Method to Detect Brain Tumor Using Rough-Fuzzy Clustering. 407-417 - Piotr Szczuko
Rough Set Based Modeling and Visualization of the Acoustic Field Around the Human Head. 418-427 - Beata Zielosko
Global Optimization of Exact Association Rules Relative to Coverage. 428-437
Bioinformatics
- Piyali Chatterjee, Subhadip Basu, Julian Zubek
PDP-RF: Protein Domain Boundary Prediction Using Random Forest Classifier. 441-450 - Pradipta Maji
A New Similarity Measure for Identification of Disease Genes. 451-461 - Giovanni Mazzocco
MaER: A New Ensemble Based Multiclass Classifier for Binding Activity Prediction of HLA Class II Proteins. 462-471 - Dariusz Mrozek
Selection of a Consensus Area Size for Multithreaded Wavefront-Based Alignment Procedure for Compressed Sequences of Protein Secondary Structures. 472-481 - Sushmita Paul, Julio Vera
Supervised Cluster Analysis of miRNA Expression Data Using Rough Hypercuboid Partition Matrix. 482-494 - Marek S. Wiewiórka, Alicja Szabelska
Analysis of AmpliSeq RNA-Sequencing Enrichment Panels. 495-500 - Jing Yan, Lukasz A. Kurgan
Consensus-Based Prediction of RNA and DNA Binding Residues from Protein Sequences. 501-511
Applications of Artificial Intelligence
- Marcin Derlatka
Fusion of Static and Dynamic Parameters at Decision Level in Human Gait Recognition. 515-524 - Marek Kozlowski:
Web Search Results Clustering Using Frequent Termset Mining. 525-534 - Bartosz Krawczyk, Gerald Schaefer:
Effective Imbalanced Classification of Breast Thermogram Features. 535-544 - Ashish Phophalia, Suman K. Mitra:
Rician Noise Removal Approach for Brain MR Images Using Kernel Principal Component Analysis. 545-553 - Moumita Saha, Pabitra Mitra:
Climate Network Based Index Discovery for Prediction of Indian Monsoon. 554-564 - Leszek Stanislaw Sliwa:
Using Patterns in Computer Go. 565-574 - Ishan Verma, Lipika Dey, Ramakrishnan S. Srinivasan, Lokendra Singh:
Event Detection from Business News. 575-585
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