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ORCID7. PReMI 2017: Kolkata, India
- B. Uma Shankar, Kuntal Ghosh, Deba Prasad Mandal, Shubhra Sankar Ray, David Zhang, Sankar K. Pal:
Pattern Recognition and Machine Intelligence - 7th International Conference, PReMI 2017, Kolkata, India, December 5-8, 2017, Proceedings. Lecture Notes in Computer Science 10597, Springer 2017, ISBN 978-3-319-69899-1
Invited Talks
- Ajin George Joseph, Shalabh Bhatnagar
:
An Incremental Fast Policy Search Using a Single Sample Path. 3-10 - Asad Ali, Nawal Alsufyani, Sanaul Hoque, Farzin Deravi:
Biometric Counter-Spoofing for Mobile Devices Using Gaze Information. 11-18
Pattern Recognition and Machine Learning
- Gautam Bhattacharya, Koushik Ghosh, Ananda S. Chowdhury:
kNN Classification with an Outlier Informative Distance Measure. 21-27 - Reshma Rastogi, Sweta Sharma:
Tree-Based Structural Twin Support Tensor Clustering with Square Loss Function. 28-34 - Aditya Mehta, C. Chandra Sekhar:
Kernel Entropy Discriminant Analysis for Dimension Reduction. 35-42 - Ankita Mandal, Pradipta Maji:
A New Method to Address Singularity Problem in Multimodal Data Analysis. 43-51 - Aritra Ghosh, C. Chandra Sekhar:
Label Correlation Propagation for Semi-supervised Multi-label Learning. 52-60 - S. S. Shiju, Asif Salim, S. Sumitra:
Formulation of Two Stage Multiple Kernel Learning Using Regression Framework. 61-68 - Abhiram Kumar Singh, C. Chandra Sekhar:
A Two-Stage Conditional Random Field Model Based Framework for Multi-Label Classification. 69-76 - Sowmini Devi V., Vineet Padmanabhan, Arun K. Pujari:
A Matrix Factorization & Clustering Based Approach for Transfer Learning. 77-83
Signal and Image Processing
- Abhijit Dasgupta, Losiana Nayak, Ritankar Das, Debasis Basu, Preetam Chandra, Rajat K. De:
Feature Selection and Fuzzy Rule Mining for Epileptic Patients from Clinical EEG Data. 87-95 - Jyoti Singh Kirar, Ayesha Choudhary, R. K. Agrawal:
Selection of Relevant Electrodes Based on Temporal Similarity for Classification of Motor Imagery Tasks. 96-102 - Sai Phani Kumar Malladi, Bijju Kranthi Veduruparthi, Jayanta Mukherjee, Partha Pratim Das, Saswat Chakrabarti, Indranil Mallick:
Automated Measurement of Translational Margins and Rotational Shifts in Pelvic Structures Using CBCT Images of Rectal Cancer Patients. 103-109 - Jayeeta Saha, Arpitam Chatterjee:
Exploring the Scope of HSV Color Channels Towards Simple Shadow Contour Detection. 110-115 - Rahul Pramanik, Soumen Bag:
Linear Curve Fitting-Based Headline Estimation in Handwritten Words for Indian Scripts. 116-123 - Priyambada Subudhi, Susanta Mukhopadhyay:
Object Segmentation in Texture Images Using Texture Gradient Based Active Contours. 124-131 - Ranjit Ghoshal, Aditya Saha, Sayan Das:
A Variance Based Image Binarization Scheme and Its Application in Text Segmentation. 132-138
Computer Vision and Video Processing
- Gitam Shikkenawis, Suman K. Mitra:
Variants of Locality Preserving Projection for Modular Face and Facial Expression Recognition. 141-147 - Sai Shyam Sharma, Sanik Thapa, Chaitanya Pavan Tanay:
A Robust Color Video Watermarking Technique Using DWT, SVD and Frame Difference. 148-154 - Blossom Treesa Bastian, C. Victor Jiji:
Aggregated Channel Features with Optimum Parameters for Pedestrian Detection. 155-161 - Mathew Francis, Prithwijit Guha:
Object Tracking with Classification Score Weighted Histogram of Sparse Codes. 162-169 - Anit Chakraborty, Sayandip Dutta:
A Machine Learning Inspired Approach for Detection, Recognition and Tracking of Moving Objects from Real-Time Video. 170-178 - Sabyasachi Mukherjee, Oishila Bandyopadhyay, Arindam Biswas, Bhargab B. Bhattacharya:
Does Rotation Influence the Estimated Contour Length of a Digital Object? 179-186 - Madhura Halbe, Vibha S. Vyas, Yogita M. Vaidya:
Abnormal Crowd Behavior Detection Based on Combined Approach of Energy Model and Threshold. 187-195 - Shubham Dokania, Ayush Chopra, Feroz Ahmad, S. Indu, Santanu Chaudhury:
Unsupervised Feature Descriptors Based Facial Tracking over Distributed Geospatial Subspaces. 196-202 - B. H. Shekar, D. S. Rajesh:
Face Detection Based on Frequency Domain Features. 203-211 - Mousumi Dutt, Somrita Saha, Arindam Biswas:
A Study on the Properties of 3D Digital Straight Line Segments. 212-218 - Chetan Ralekar, Tapan K. Gandhi, Santanu Chaudhury:
Unlocking the Mechanism of Devanagari Letter Identification Using Eye Tracking. 219-226 - Keerthan S. Shagrithaya, Eeshwar Gurushankar, Deepak Srikanth, Pravin Bhaskar Ramteke, Shashidhar G. Koolagudi:
Video Stabilization Using Sliding Frame Window. 227-232 - Gaurav Jaswal, Amit Kaul, Ravinder Nath:
Palmprint and Finger Knuckle Based Person Authentication with Random Forest via Kernel-2DPCA. 233-240
Soft and Natural Computing
- Pritpal Singh, Gaurav Dhiman:
A Fuzzy-LP Approach in Time Series Forecasting. 243-253 - Soumen Ghosh, P. S. V. S. Sai Prasad, C. Raghavendra Rao:
Third Order Backward Elimination Approach for Fuzzy-Rough Set Based Feature Selection. 254-262 - Ushasi Chaudhuri, Partha Bhowmick, Jayanta Mukherjee:
A Novel OCR System Based on Rough Set Semi-reduct. 263-269 - Andrzej W. Przybyszewski, Stanislaw Szlufik, Piotr Habela, Dariusz M. Koziorowski:
Rough Set Rules Determine Disease Progressions in Different Groups of Parkinson's Patients. 270-275 - Feroz Ahmad, Indu Sreedevi:
Adversarial Optimization of Indoor Positioning System Using Differential Evolution. 276-281 - Vivek Dani, Aparna Sarswat, Vishnu Swaroop, Shridhar G. Domanal, Ram Mohana Reddy Guddeti:
Fast Convergence to Near Optimal Solution for Job Shop Scheduling Using Cat Swarm Optimization. 282-288 - Pallabi Samanta, Diptendu Bhattacharya, Amiyangshu De, Lidia Ghosh, Amit Konar:
Music-Induced Emotion Classification from the Prefrontal Hemodynamics. 289-295
Speech and Natural Language Processing
- Nirmesh J. Shah, Hemant A. Patil:
Analysis of Features and Metrics for Alignment in Text-Dependent Voice Conversion. 299-307 - Madhu R. Kamble, Hemant A. Patil:
Effectiveness of Mel Scale-Based ESA-IFCC Features for Classification of Natural vs. Spoofed Speech. 308-316 - Rishabh N. Tak, Dharmesh M. Agrawal, Hemant A. Patil:
Novel Phase Encoded Mel Filterbank Energies for Environmental Sound Classification. 317-325 - Arnab Poddar, Md. Sahidullah, Goutam Saha:
An Adaptive i-Vector Extraction for Speaker Verification with Short Utterance. 326-332 - Maulik C. Madhavi, Hemant A. Patil, Nikhil Bhendawade:
Spoken Keyword Retrieval Using Source and System Features. 333-341 - Ankit Nagpal, Hemant A. Patil:
Novel Gammatone Filterbank Based Spectro-Temporal Features for Robust Phoneme Recognition. 342-350 - Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko:
Neural Networks Compression for Language Modeling. 351-357 - Malay Pramanick, Pabitra Mitra:
A Metaphor Detection Approach Using Cosine Similarity. 358-364 - Vijay Kumar Sharma, Namita Mittal:
Named Entity Identification Based Translation Disambiguation Model. 365-372 - Shikhar Sharma, Piyush Kumar, Krishan Kumar:
LEXER: LEXicon Based Emotion AnalyzeR. 373-379 - Atanu Dey, Mamata Jenamani, Jitesh J. Thakkar:
Lexical TF-IDF: An n-gram Feature Space for Cross-Domain Classification of Sentiment Reviews. 380-386 - Nazreena Rahman, Bhogeswar Borah:
A Method for Semantic Relatedness Based Query Focused Text Summarization. 387-393
Bioinformatics and Computational Biology
- Sanjay S. Bankapur, Nagamma Patil:
Efficient and Effective Multiple Protein Sequence Alignment Model Using Dynamic Progressive Approach with Novel Look Back Ahead Scoring System. 397-404 - Uddalak Mitra, Balaram Bhattacharyya:
Classification of Vector-Borne Virus Through Totally Ordered Set of Dinucleotide Interval Patterns. 405-410 - Brijesh Kumar Sriwastava, Subhadip Basu, Ujjwal Maulik:
A Quasi-Clique Mining Algorithm for Analysis of the Human Protein-Protein Interaction Network. 411-417 - Anup Kumar Halder, Pritha Dutta, Mahantapas Kundu, Mita Nasipuri, Subhadip Basu:
Prediction of Thyroid Cancer Genes Using an Ensemble of Post Translational Modification, Semantic and Structural Similarity Based Clustering Results. 418-423 - Hussain Ahmed Chowdhury, Dhruba K. Bhattacharyya:
mRMR+: An Effective Feature Selection Algorithm for Classification. 424-430 - Debjani Bhattacharjee, Sk Md Mosaddek Hossain, Raziya Sultana, Sumanta Ray:
Topological Inquisition into the PPI Networks Associated with Human Diseases Through Graphlet Frequency Distribution. 431-437 - Sushmita Paul, Shubham Talbar:
Machine Learning Approach for Identification of miRNA-mRNA Regulatory Modules in Ovarian Cancer. 438-447
Data Mining and Big Data Analytics
- Ritesh Kumar, Partha Sarathi Bishnu, Vandana Bhattacherjee:
K-Means Algorithm to Identify k_1 -Most Demanding Products. 451-457 - Piotr Kulczycki, Damian Kruszewski:
Detection of Atypical Elements by Transforming Task to Supervised Form. 458-466 - Anindita Borah, Bhabesh Nath:
Mining Rare Patterns Using Hyper-Linked Data Structure. 467-472 - Michal Komorowski, Tomasz Trzcinski:
Random Binary Search Trees for Approximate Nearest Neighbour Search in Binary Space. 473-479 - Anirudh Vyas, Sangram Gaikwad, Chiranjoy Chattopadhyay:
A Graphical Model for Football Story Snippet Synthesis from Large Scale Commentary. 480-485 - Tahira Alam, Sabit Anwar Zahin, Mohammad Samiullah, Chowdhury Farhan Ahmed:
An Efficient Approach for Mining Frequent Subgraphs. 486-492 - Anurag Tripathi, Abhinav Gupta, Santanu Chaudhury, Brejesh Lall:
Image Annotation Using Latent Components and Transmedia Association. 493-500 - Ram Mohan, Santanu Chaudhury, Brejesh Lall:
Incremental Learning of Non-stationary Temporal Causal Networks for Telecommunication Domain. 501-508 - Asif Salim, S. S. Shiju, S. Sumitra:
Effectiveness of Representation and Length Variation of Shortest Paths in Graph Classification. 509-516 - Mehnuma Tabassum Omar, K. M. Azharul Hasan:
An Efficient Encoding Scheme for Dynamic Multidimensional Datasets. 517-523
Deep Learning
- Ayushi Jain, Gorthi R. K. Sai Subrahmanyam, Deepak Mishra:
Stacked Features Based CNN for Rotation Invariant Digit Classification. 527-533 - Suman Samui, Indrajit Chakrabarti, Soumya K. Ghosh:
Improving the Performance of Deep Learning Based Speech Enhancement System Using Fuzzy Restricted Boltzmann Machine. 534-542 - Harendra Chahar, Neeta Nain:
A Study on Deep Convolutional Neural Network Based Approaches for Person Re-identification. 543-548 - Prateep Bhattacharjee, Sukhendu Das:
Two-Stream Convolutional Network with Multi-level Feature Fusion for Categorization of Human Action from Videos. 549-556 - Aritra Mukherjee, Satyaki Chakraborty, Sanjoy Kumar Saha:
Learning Deep Representation for Place Recognition in SLAM. 557-564 - Samik Banerjee, Prateep Bhattacharjee, Sukhendu Das:
Performance of Deep Learning Algorithms vs. Shallow Models, in Extreme Conditions - Some Empirical Studies. 565-574 - Rajendra Kumar Roul, Jajati Keshari Sahoo, Rohan Goel:
Deep Learning in the Domain of Multi-Document Text Summarization. 575-581 - Manoj Sharma, Santanu Chaudhury, Brejesh Lall:
Space-Time Super-Resolution Using Deep Learning Based Framework. 582-590 - Ihsan Ullah, Alfredo Petrosino:
A Spatio-temporal Feature Learning Approach for Dynamic Scene Recognition. 591-598
Spatial Data Science and Engineering
- Indrani Bhattacharya, Jaya Sil:
Spatial Distribution Based Provisional Disease Diagnosis in Remote Healthcare. 601-607 - Swati Bhugra, Nitish Agarwal, Shubham Yadav, Soham Banerjee, Santanu Chaudhury, Brejesh Lall:
Extraction of Phenotypic Traits for Drought Stress Study Using Hyperspectral Images. 608-614 - Monidipa Das, Soumya K. Ghosh:
Spatio-Temporal Prediction of Meteorological Time Series Data: An Approach Based on Spatial Bayesian Network (SpaBN). 615-622 - B. Sirisha, Chandra Sekhar Paidimarry, A. S. Chandrasekhara Sastry, Sandhya Banda:
Adaptive TerraSAR-X Image Registration (AIR) Using Spatial Fisher Kernel Framework. 623-629
Applications of Pattern Recognition and Machine Intelligence
- Abhinav Agarwalla, Madhav Mantri, Vishal Singh:
Hierarchical Ranking of Cricket Teams Incorporating Player Composition. 633-638 - Deepti Goel, Santanu Chaudhury, Hiranmay Ghosh:
Smart Water Management: An Ontology-Driven Context-Aware IoT Application. 639-646 - Santosh V. Chapaneri, Deepak J. Jayaswal:
Structured Prediction of Music Mood with Twin Gaussian Processes. 647-654 - Prabhat Dansena, Soumen Bag, Rajarshi Pal:
Differentiating Pen Inks in Handwritten Bank Cheques Using Multi-layer Perceptron. 655-663 - Indranil Ghosh, Manas K. Sanyal, R. K. Jana:
Analysis of Causal Interactions and Predictive Modelling of Financial Markets Using Econometric Methods, Maximal Overlap Discrete Wavelet Transformation and Machine Learning: A Study in Asian Context. 664-672 - Mir Shahriar Sabuj, Zakia Afrin, K. M. Azharul Hasan:
Opinion Mining Using Support Vector Machine with Web Based Diverse Data. 673-678 - Santosh Kumar Bharti, Korra Sathya Babu, Sanjay Kumar Jena:
Harnessing Online News for Sarcasm Detection in Hindi Tweets. 679-686 - Ritu Sharma, Dinesh Gopalani, Yogesh Kumar Meena:
Concept-Based Approach for Research Paper Recommendation. 687-692
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