Mining Intelligence and Knowledge Exploration: First International Conference, MIKE 2013, Tamil Nadu, India, December 18-20, 2013, Proceedings (Lecture Notes in Computer Science, 8284)

This book constitutes the proceedings of the First International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2013, held in Tamil Nadu, India on December 2013. The 82 papers presented were carefully reviewed and selected from 334 submissions. The papers cover the topics such as feature selection, classification, clustering, image processing, network security, speech processing, machine learning, information retrieval, recommender systems, natural language processing, language, cognition and computation and other certain problems in dynamical systems. Front Matter....Pages - A Feature Selection Method Using Hierarchical Clustering....Pages 1-6 Rank Aggregation for Filter Feature Selection in Credit Scoring....Pages 7-15 Hybrid Approach for Palmprint Recognition Using Compound Features....Pages 16-27 An Empirical Evaluation of SVM on Meta Features for Authorship Attribution of Online Texts....Pages 28-37 An Empirical Comparison of Discretization Methods for Neural Classifier....Pages 38-49 Using a Normalized Score Multi-Label KNN to Classify Multi-label Herbal Formulae....Pages 50-61 Unsupervised Approach to Hindi Music Mood Classification....Pages 62-69 Motion Intensity Code for Action Recognition in Video Using PCA and SVM....Pages 70-81 Performance Analysis of Tree Based Classification Algorithms for Intrusion Detection System....Pages 82-89 Heart Disease Classification Using PCA and Feed Forward Neural Networks....Pages 90-99 Non-disjoint Cluster Analysis with Non-uniform Density....Pages 100-111 Segmentation of Crop Nutrient Deficiency Using Intuitionistic Fuzzy C-Means Color Clustering Algorithm....Pages 112-119 An Efficient Artificial Bee Colony and Fuzzy C Means Based Co-regulated Biclustering from Gene Expression Data....Pages 120-129 Bisecting K-Means Initialization Technique for Protein Sequence Motif Identification....Pages 130-138 A Proposed Hybrid Medoid Shift with K-Means (HMSK) Segmentation Algorithm to Detect Tumor and Organs for Effective Radiotherapy....Pages 139-147 Face Representation Using Averaged Wavelet, Micro Patterns and Recognition Using RBF Network....Pages 148-159 Face Recognition in Very Low Bit Rate SPIHT Compressed Facial Images....Pages 160-172 Modified Kittler and Illingworth’s Thresholding for MRI Brain Image Segmentation....Pages 173-179 Histogram Based Split and Merge Framework for Shot Boundary Detection....Pages 180-191 Boundary Detection of Objects in Digital Images Using Bit-Planes and Threshold Modified Canny Method....Pages 192-200 Segmentation of Mango Region from Mango Tree Image....Pages 201-211 Detection and Removal of Scratches in Images....Pages 212-223 An Automatic Method to Locate Tumor from MRI Brain Images Using Wavelet Packet Based Feature Set....Pages 224-233 Segmentation of Microcalcifications in Digital Mammogram Images Using Intensity Modified BlackTop-Hat Transformation and Gauss Distribution....Pages 234-240 Intensity, Shape and Size Based Detection of Lung Nodules from CT Images....Pages 241-250 Detection of Cardiac Abnormality from Measures Calculated from Segmented Left Ventricle in Ultrasound Videos....Pages 251-259 A Comparative Study of Wavelet Coders for Image Compression....Pages 260-269 Directional Decomposition for Odia Character Recognition....Pages 270-278 Efficient Touching Text Line Segmentation in Tamil Script Using Horizontal Projection....Pages 279-288 eCS: Enhanced Character Segmentation – A Structural Approach for Handwritten Kannada Scripts....Pages 289-298 Image Restoration by Using Evolutionary Technique to Denoise Gaussian and Impulse Noise....Pages 299-309 Digital Watermarking Using Modified Techniques in Spectral Domain of Images....Pages 310-315 Materialized View Selection Using Memetic Algorithm....Pages 316-327 Forgery Detection in Ballistic Motion Videos Using Motion Estimation and Modelling....Pages 328-339 An Extended Region Incrementing Visual Cryptography Scheme Using Unexpanded Meaningful Shares....Pages 340-349 Online Signature Verification Based on Recursive Subset Training....Pages 350-361 An Authenticated Transitive-Closure Scheme for Secure Group Communication in MANETS....Pages 362-369 A Novel Ensemble Learning-Based Approach for Click Fraud Detection in Mobile Advertising....Pages 370-382 Neutral Speech to Anger Speech Conversion Using Prosody Modification....Pages 383-390 Expressive Speech Synthesis System Using Unit Selection....Pages 391-401 Edge Based Graph Neural Network to Recognize Semigraph Representation of English Alphabets....Pages 402-412 Neural Rotor Time Constant Estimation for Indirect Vector Controlled Induction Motor Drives....Pages 413-422 Knowledge Discovery from Heart Disease Dataset Using Optimized Neural Network....Pages 423-431 Causality Inference Techniques for In-Silico Gene Regulatory Network....Pages 432-443 Multidimensional Longest Increasing Subsequences and Its Variants Discovery Using DNA Operations....Pages 444-452 A Peer-to-Peer Dynamic Multi-objective Particle Swarm Optimizer....Pages 453-465 Reduce Energy Consumption through Virtual Machine Placement in Cloud Data Centre....Pages 466-474 Multi-release Software: An Approach for Assessment of Reliability Metrics from Field Data....Pages 475-486 On Emulating Real-World Distributed Intelligence Using Mobile Agent Based Localized Idiotypic Networks....Pages 487-498 Dependency-Based Query Scheduling in Distributed Data Warehouse Environment....Pages 499-505 A Novel Bat Algorithm Based Re-tuning of PI Controller of Coal Gasifier for Optimum Response....Pages 506-517 FI-FCM Algorithm for Business Intelligence....Pages 518-528 An Algorithmic Formulation for Extracting Learning Concepts and Their Relatedness in eBook Texts....Pages 529-540 Mining for Marks: A Comparison of Classification Algorithms when Predicting Academic Performance to Identify “Students at Risk”....Pages 541-552 Determining Students Expectation in Present Education System Using Fuzzy Analytic Hierarchy Process....Pages 553-566 Qualitative Learning Outcome through Computer Assisted Instructions....Pages 567-578 Bayesian Classification for Image Retrieval Using Visual Dictionary....Pages 579-587 Applying Latent Semantic Analysis to Optimize Second-order Co-occurrence Vectors for Semantic Relatedness Measurement....Pages 588-599 A Fuzzy Approach to Multidimensional Context Aware e-Learning Recommender System....Pages 600-610 An Analytical Study on Frequent Itemset Mining Algorithms....Pages 611-617 Similarity Aggregation a New Version of Rank Aggregation Applied to Credit Scoring Case....Pages 618-628 Learning a Concept Based Ranking Model with User Feedback....Pages 629-639 Tuning of Expansion Terms by PRF and WordNet Integrated Approach for AQE....Pages 640-651 Concept Based Personalized Search and Collaborative Search Using Modified HITS Algorithm....Pages 652-662 Group Recommender System Based on Rank Aggregation – An Evolutionary Approach....Pages 663-676 Concept Similarity Based Academic Tweet Community Detection Using Label Propagation....Pages 677-686 Automatic Tagging of Texts with Contextual Factors Using Knowledge Concepts....Pages 687-694 MetaProPOS++: An Automatic Approach for a Meta Process Patterns’ Ontology Population....Pages 695-708 Discovery of Common Nominal Facts for Coreference Resolution: Proof of Concept....Pages 709-716 Hybrid Algorithm for Multilingual Summarization of Hindi and Punjabi Documents....Pages 717-727 Identifying Psychological Theme Words from Emotion Annotated Interviews....Pages 728-739 Temporal Expression Recognition in Hindi....Pages 740-750 A Joint Source Channel Model for the English to Bengali Back Transliteration....Pages 751-760 Named Entity Recognition for Gujarati: A CRF Based Approach....Pages 761-768 How Word Order Affects Sentence Comprehension in Bangla: A Computational Approach to Simple Sentence....Pages 769-779 Importance of Utterance Partitioning in SVM Classifier with GMM Supervectors for Text-Independent Speaker Verification....Pages 780-789 L1 Bengali Phonological Interference on L2 English - Analysis of Bengali AESOP Corpus....Pages 790-798 Evolution of the Modern Phase of Written Bangla: A Statistical Study....Pages 799-805 Contextualizing Time in Linguistic Discourse: Cues to Individuate and to Order Events....Pages 806-813 Utterance Discourse and Meaning: A Pragmatic Journey with the Bangla Discourse Particle /na/....Pages 814-822 Symmetry in Prosodic Pattern of Rhyme and Daily Speech: Pragmatics of Perception ....Pages 823-830 Prosody Modeling: A Review Report on Indian Language....Pages 831-842 Back Matter....Pages - This book constitutes the proceedings of the First International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2013, held in Tâmìḻnadu, India on December 2013. The 82 papers presented were carefully reviewed and selected from 334 submissions. The papers cover the topics such as feature selection, classification, clustering, image processing, network security, speech processing, machine learning, information retrieval, recommender systems, natural language processing, language, cognition and computation and other certain problems in dynamical systems. This book constitutes the proceedings of the Second International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2014, held in Cork, Ireland, in December 2014. The 40 papers presented were carefully reviewed and selected from 69 submissions. The papers cover topics such as information retrieval, feature selection, classification, clustering, image processing, network security, speech processing, machine learning, recommender systems, natural language processing, language, cognition and computation, and business intelligence.