Mining Intelligence and Knowledge Exploration: Third International Conference, MIKE 2015, Hyderabad, India, December 9-11, 2015, Proceedings

Front Matter....Pages I-XVIII
Spreading Activation Way of Knowledge Integration....Pages 1-11
Class Specific Feature Selection Using Simulated Annealing....Pages 12-21
A Redundancy Study for Feature Selection in Biological Data....Pages 22-28
New Feature Detection Mechanism for Extended Kalman Filter Based Monocular SLAM with 1-Point RANSAC....Pages 29-36
Sequential Instance Based Feature Subset Selection for High Dimensional Data....Pages 37-46
Facial Expression Recognition Using Entire Gabor Filter Matching Score Level Fusion Approach Based on Subspace Methods....Pages 47-57
Cluster Dependent Classifiers for Online Signature Verification....Pages 58-69
Classification Using Rough Random Forest....Pages 70-80
Extending and Tuning Heuristics for a Partial Order Causal Link Planner....Pages 81-92
Symbolic Representation of Text Documents Using Multiple Kernel FCM....Pages 93-102
GIST Descriptors for Sign Language Recognition: An Approach Based on Symbolic Representation....Pages 103-114
A Graph Processing Based Approach for Automatic Detection of Semantic Inconsistency Between BPMN Process Model and SBVR Rules....Pages 115-129
An Improved Intrusion Detection System Based on a Two Stage Alarm Correlation to Identify Outliers and False Alerts....Pages 130-139
A Geometric Viewpoint of the Selection of the Regularization Parameter in Some Support Vector Machines....Pages 140-149
Discovering Communities in Heterogeneous Social Networks Based on Non-negative Tensor Factorization and Cluster Ensemble Approach....Pages 150-160
On the Impact of Post-clustering Phase in Multi-way Spectral Partitioning....Pages 161-169
BSO-CLARA: Bees Swarm Optimization for Clustering LARge Applications....Pages 170-183
ECHSA: An Energy-Efficient Cluster-Head Selection Algorithm in Wireless Sensor Networks ....Pages 184-193
Optimal Core Point Detection Using Multi-scale Principal Component Analysis....Pages 194-203
Recognition of Semigraph Representation of Alphabets Using Edge Based Hybrid Neural Network....Pages 204-215
Small Eigenvalue Based Skew Estimation of Handwritten Devanagari Words....Pages 216-225
Recognizing Handwritten Arabic Numerals Using Partitioning Approach and KNN Algorithm....Pages 226-234
Fuzzy Based Support System for Melanoma Diagnosis....Pages 235-246
KD-Tree Approach in Sketch Based Image Retrieval....Pages 247-258
Benchmarking Gradient Magnitude Techniques for Image Segmentation Using CBIR....Pages 259-268
Automated Nuclear Pleomorphism Scoring in Breast Cancer Histopathology Images Using Deep Neural Networks....Pages 269-276
Hybrid Source Modeling Method Utilizing Optimal Residual Frames for HMM-based Speech Synthesis....Pages 277-286
Significance of Emotionally Significant Regions of Speech for Emotive to Neutral Conversion....Pages 287-296
Spoken Document Retrieval: Sub-sequence DTW Framework and Variants....Pages 297-311
Improved Language Identification in Presence of Speech Coding....Pages 312-322
SHIM: A Novel Influence Maximization Algorithm for Targeted Marketing....Pages 323-333
An Optimal Path Planning for Multiple Mobile Robots Using AIS and GA: A Hybrid Approach....Pages 334-346
Metaheuristic Optimization Using Sentence Level Semantics for Extractive Document Summarization....Pages 347-358
Circulant Singular Value Decomposition Combined with a Conventional Neural Network to Improve the Hake Catches Prediction....Pages 359-369
To Optimize Graph Based Power Iteration for Big Data Based on MapReduce Paradigm....Pages 370-381
Complex Transforms....Pages 382-391
A New Multivariate Time Series Transformation Technique Using Closed Interesting Subspaces....Pages 392-405
S2S: A Novel Approach for Source to Sink Node Communication in Wireless Sensor Networks....Pages 406-414
Establishing Equivalence of Expressions: An Automated Evaluator Designer’s Perspective....Pages 415-423
Data Driven Modelling for the Estimation of Probability of Loss of Control of Typical Fighter Aircraft....Pages 424-436
Ranking Business Scorecard Factor Using Intuitionistic Fuzzy Analytical Hierarchy Process with Fuzzy Delphi Method in Automobile Sector....Pages 437-448
Text and Citations Based Cluster Analysis of Legal Judgments....Pages 449-459
Vision-Based Human Action Recognition in Surveillance Videos Using Motion Projection Profile Features....Pages 460-471
A Web-Based Intelligent Spybot....Pages 472-481
Evidential Link Prediction Based on Group Information....Pages 482-492
Survey of Social Commerce Research....Pages 493-503
Refine Social Relations and Differentiate the Same Friends’ Influence in Recommender System....Pages 504-514
User Similarity Adjustment for Improved Recommendations....Pages 515-525
Enhancing Recommendation Quality of a Multi Criterion Recommender System Using Genetic Algorithm....Pages 526-535
Adapting PageRank to Position Events in Time....Pages 536-542
After You, Who? Data Mining for Predicting Replacements....Pages 543-552
Tri-Axial Vibration Analysis Using Data Mining for Multi Class Fault Diagnosis in Induction Motor....Pages 553-562
An Efficient Text Compression Algorithm - Data Mining Perspective....Pages 563-575
Identifying Semantic Events in Unstructured Text....Pages 576-585
Predicting Treatment Relations with Semantic Patterns over Biomedical Knowledge Graphs....Pages 586-596
A Supervised Framework for Classifying Dependency Relations from Bengali Shallow Parsed Sentences....Pages 597-606
Learning Clusters of Bilingual Suffixes Using Bilingual Translation Lexicon....Pages 607-615
Automatic Construction of Tamil UNL Dictionary....Pages 616-630
A New Approach to Syllabification of Words in Gujarati....Pages 631-639
A Support Vector Machine Based System for Technical Question Classification....Pages 640-649
Shared Task on Sentiment Analysis in Indian Languages (SAIL) Tweets - An Overview....Pages 650-655
Sentiment Classification: An Approach for Indian Language Tweets Using Decision Tree....Pages 656-663
Sentiment Classification for Hindi Tweets in a Constrained Environment Augmented Using Tweet Specific Features....Pages 664-670
AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning....Pages 671-683
IIT-TUDA: System for Sentiment Analysis in Indian Languages Using Lexical Acquisition....Pages 684-693
A Sentiment Analysis System for Indian Language Tweets....Pages 694-702
AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages....Pages 703-710
Back Matter....Pages 711-713