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7. 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
Biometric Counter-Spoofing for Mobile Devices Using Gaze Information. 11-18
Pattern Recognition and Machine Learning
- Gautam Bhattacharya
kNN Classification with an Outlier Informative Distance Measure. 21-27 - Reshma Rastogi
Tree-Based Structural Twin Support Tensor Clustering with Square Loss Function. 28-34 - Aditya Mehta
Kernel Entropy Discriminant Analysis for Dimension Reduction. 35-42 - Ankita Mandal
A New Method to Address Singularity Problem in Multimodal Data Analysis. 43-51 - Aritra Ghosh
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.
A Matrix Factorization & Clustering Based Approach for Transfer Learning. 77-83
Signal and Image Processing
- Abhijit Dasgupta
Feature Selection and Fuzzy Rule Mining for Epileptic Patients from Clinical EEG Data. 87-95 - Jyoti Singh Kirar
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
Linear Curve Fitting-Based Headline Estimation in Handwritten Words for Indian Scripts. 116-123 - Priyambada Subudhi
Object Segmentation in Texture Images Using Texture Gradient Based Active Contours. 124-131 - Ranjit Ghoshal
A Variance Based Image Binarization Scheme and Its Application in Text Segmentation. 132-138
Computer Vision and Video Processing
- Gitam Shikkenawis
Variants of Locality Preserving Projection for Modular Face and Facial Expression Recognition. 141-147 - Sai Shyam Sharma
A Robust Color Video Watermarking Technique Using DWT, SVD and Frame Difference. 148-154 - Blossom Treesa Bastian
Aggregated Channel Features with Optimum Parameters for Pedestrian Detection. 155-161 - Mathew Francis
Object Tracking with Classification Score Weighted Histogram of Sparse Codes. 162-169 - Anit Chakraborty
A Machine Learning Inspired Approach for Detection, Recognition and Tracking of Moving Objects from Real-Time Video. 170-178 - Sabyasachi Mukherjee
Does Rotation Influence the Estimated Contour Length of a Digital Object? 179-186 - Madhura Halbe, Vibha S. Vyas
Abnormal Crowd Behavior Detection Based on Combined Approach of Energy Model and Threshold. 187-195 - Shubham Dokania, Ayush Chopra, Feroz Ahmad
Unsupervised Feature Descriptors Based Facial Tracking over Distributed Geospatial Subspaces. 196-202 - B. H. Shekar
Face Detection Based on Frequency Domain Features. 203-211 - Mousumi Dutt
A Study on the Properties of 3D Digital Straight Line Segments. 212-218 - Chetan Ralekar
Unlocking the Mechanism of Devanagari Letter Identification Using Eye Tracking. 219-226 - Keerthan S. Shagrithaya
Video Stabilization Using Sliding Frame Window. 227-232 - Gaurav Jaswal
Palmprint and Finger Knuckle Based Person Authentication with Random Forest via Kernel-2DPCA. 233-240
Soft and Natural Computing
- Pritpal Singh
A Fuzzy-LP Approach in Time Series Forecasting. 243-253 - Soumen Ghosh
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
Rough Set Rules Determine Disease Progressions in Different Groups of Parkinson's Patients. 270-275 - Feroz Ahmad
Adversarial Optimization of Indoor Positioning System Using Differential Evolution. 276-281 - Vivek Dani
Fast Convergence to Near Optimal Solution for Job Shop Scheduling Using Cat Swarm Optimization. 282-288 - Pallabi Samanta, Diptendu Bhattacharya, Amiyangshu De, Lidia Ghosh
Music-Induced Emotion Classification from the Prefrontal Hemodynamics. 289-295
Speech and Natural Language Processing
- Nirmesh J. Shah
Analysis of Features and Metrics for Alignment in Text-Dependent Voice Conversion. 299-307 - Madhu R. Kamble
Effectiveness of Mel Scale-Based ESA-IFCC Features for Classification of Natural vs. Spoofed Speech. 308-316 - Rishabh N. Tak
Novel Phase Encoded Mel Filterbank Energies for Environmental Sound Classification. 317-325 - Arnab Poddar, Md. Sahidullah
An Adaptive i-Vector Extraction for Speaker Verification with Short Utterance. 326-332 - Maulik C. Madhavi
Spoken Keyword Retrieval Using Source and System Features. 333-341 - Ankit Nagpal
Novel Gammatone Filterbank Based Spectro-Temporal Features for Robust Phoneme Recognition. 342-350 - Artem M. Grachev
Neural Networks Compression for Language Modeling. 351-357 - Malay Pramanick
A Metaphor Detection Approach Using Cosine Similarity. 358-364 - Vijay Kumar Sharma
Named Entity Identification Based Translation Disambiguation Model. 365-372 - Shikhar Sharma
LEXER: LEXicon Based Emotion AnalyzeR. 373-379 - Atanu Dey
Lexical TF-IDF: An n-gram Feature Space for Cross-Domain Classification of Sentiment Reviews. 380-386 - Nazreena Rahman
A Method for Semantic Relatedness Based Query Focused Text Summarization. 387-393
Bioinformatics and Computational Biology
- Sanjay S. Bankapur
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
A Quasi-Clique Mining Algorithm for Analysis of the Human Protein-Protein Interaction Network. 411-417 - Anup Kumar Halder
Prediction of Thyroid Cancer Genes Using an Ensemble of Post Translational Modification, Semantic and Structural Similarity Based Clustering Results. 418-423 - Hussain Ahmed Chowdhury
mRMR+: An Effective Feature Selection Algorithm for Classification. 424-430 - Debjani Bhattacharjee
Topological Inquisition into the PPI Networks Associated with Human Diseases Through Graphlet Frequency Distribution. 431-437 - Sushmita Paul
Machine Learning Approach for Identification of miRNA-mRNA Regulatory Modules in Ovarian Cancer. 438-447
Data Mining and Big Data Analytics
- Ritesh Kumar
K-Means Algorithm to Identify k_1 -Most Demanding Products. 451-457 - Piotr Kulczycki
Detection of Atypical Elements by Transforming Task to Supervised Form. 458-466 - Anindita Borah
Mining Rare Patterns Using Hyper-Linked Data Structure. 467-472 - Michal Komorowski
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
An Efficient Approach for Mining Frequent Subgraphs. 486-492 - Anurag Tripathi
Image Annotation Using Latent Components and Transmedia Association. 493-500 - Ram Mohan
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
An Efficient Encoding Scheme for Dynamic Multidimensional Datasets. 517-523
Deep Learning
- Ayushi Jain
Stacked Features Based CNN for Rotation Invariant Digit Classification. 527-533 - Suman Samui
Improving the Performance of Deep Learning Based Speech Enhancement System Using Fuzzy Restricted Boltzmann Machine. 534-542 - Harendra Chahar
A Study on Deep Convolutional Neural Network Based Approaches for Person Re-identification. 543-548 - Prateep Bhattacharjee
Two-Stream Convolutional Network with Multi-level Feature Fusion for Categorization of Human Action from Videos. 549-556 - Aritra Mukherjee
Learning Deep Representation for Place Recognition in SLAM. 557-564 - Samik Banerjee
Performance of Deep Learning Algorithms vs. Shallow Models, in Extreme Conditions - Some Empirical Studies. 565-574 - Rajendra Kumar Roul
Deep Learning in the Domain of Multi-Document Text Summarization. 575-581 - Manoj Sharma
Space-Time Super-Resolution Using Deep Learning Based Framework. 582-590 - Ihsan Ullah
A Spatio-temporal Feature Learning Approach for Dynamic Scene Recognition. 591-598
Spatial Data Science and Engineering
- Indrani Bhattacharya
Spatial Distribution Based Provisional Disease Diagnosis in Remote Healthcare. 601-607 - Swati Bhugra
Extraction of Phenotypic Traits for Drought Stress Study Using Hyperspectral Images. 608-614 - Monidipa Das
Spatio-Temporal Prediction of Meteorological Time Series Data: An Approach Based on Spatial Bayesian Network (SpaBN). 615-622 - B. Sirisha, Chandra Sekhar Paidimarry
Adaptive TerraSAR-X Image Registration (AIR) Using Spatial Fisher Kernel Framework. 623-629
Applications of Pattern Recognition and Machine Intelligence
- Abhinav Agarwalla
Hierarchical Ranking of Cricket Teams Incorporating Player Composition. 633-638 - Deepti Goel
Smart Water Management: An Ontology-Driven Context-Aware IoT Application. 639-646 - Santosh V. Chapaneri
Structured Prediction of Music Mood with Twin Gaussian Processes. 647-654 - Prabhat Dansena
Differentiating Pen Inks in Handwritten Bank Cheques Using Multi-layer Perceptron. 655-663 - Indranil Ghosh
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
Opinion Mining Using Support Vector Machine with Web Based Diverse Data. 673-678 - Santosh Kumar Bharti
Harnessing Online News for Sarcasm Detection in Hindi Tweets. 679-686 - Ritu Sharma
Concept-Based Approach for Research Paper Recommendation. 687-692
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