Computational Intelligence in Data Mining

Front Matter ....Pages i-xxix
 BER Performance Analysis of Image Transmission Using OFDM Technique in Different Channel Conditions Using Various Modulation Techniques  (Arun Agarwal, Binayak Satish Kumar, Kabita Agarwal)....Pages 1-8
 On Understanding the Release Patterns of Open Source Java Projects  (Arvinder Kaur, Vidhi Vig)....Pages 9-18
 A Study of High-Dimensional Data Imputation Using Additive LASSO Regression Model  (K. Lavanya, L. S. S. Reddy, B. Eswara Reddy)....Pages 19-30
 An Efficient Multi-keyword Text Search Over Outsourced Encrypted Cloud Data with Ranked Results  (Prabhat Keshari Samantaray, Navjeet Kaur Randhawa, Swarna Lata Pati)....Pages 31-40
 Robust Estimation of IIR System’s Parameter Using Adaptive Particle Swarm Optimization Algorithm  (Meera Dash, Trilochan Panigrahi, Renu Sharma)....Pages 41-50
 A Shallow Parser-based Hindi to Odia Machine Translation System  (Jyotirmayee Rautaray, Asutosh Hota, Sai Sankar Gochhayat)....Pages 51-62
 Coherent Method for Determining the Initial Cluster Center  (Bikram Keshari Mishra, Amiya Kumar Rath)....Pages 63-75
 Digital Image Watermarking Using (2, 2) Visual Cryptography with DWT-SVD Based Watermarking  (Kamal Nayan Kaur, Divya, Ishu Gupta, Ashutosh Kumar Singh)....Pages 77-86
 Modeling of Nexa-1.2kW Proton Exchange Membrane Fuel Cell Power Supply Using Swarm Intelligence  (Tata Venkat Dixit, Anamika Yadav, Shubhrata Gupta)....Pages 87-97
 Survey of Different Load Balancing Approach-Based Algorithms in Cloud Computing: A Comprehensive Review  (Arunima Hota, Subasish Mohapatra, Subhadarshini Mohanty)....Pages 99-110
 Analysis of Credit Card Fraud Detection Using Fusion Classifiers  (Priyanka Kumari, Smita Prava Mishra)....Pages 111-122
 An Efficient Swarm-Based Multicast Routing Technique—Review  (Priyanka Kumari, Sudip Kumar Sahana)....Pages 123-134
 A New Howard–Crandall–Douglas Algorithm for the American Option Problem in Computational Finance  (Nawdha Thakoor, Dhiren Kumar Behera, Désiré Yannick Tangman, Muddun Bhuruth)....Pages 135-143
 Graph Anonymization Using Hierarchical Clustering  (Debasis Mohapatra, Manas Ranjan Patra)....Pages 145-154
 Reevaluation of Ball-Race Conformity Effect on Rolling Element Bearing Life Using PSO  (S. N. Panda, S. Panda, D. S. Khamari, P. Mishra, A. K. Pattanaik)....Pages 155-164
 Static Cost-Effective Analysis of a Shifted Completely Connected Network  (Mohammed N. M. Ali, M. M. Hafizur Rahman, Dhiren K. Behera, Yasushi Inoguchi)....Pages 165-175
 Dynamic Notifications in Smart Cities for Disaster Management  (Sampada Chaudhari, Amol Bhagat, Nitesh Tarbani, Mahendra Pund)....Pages 177-190
 Application of Classification Techniques for Prediction and Analysis of Crime in India  (Priyanka Das, Asit Kumar Das)....Pages 191-201
 Improving Accuracy of Classification Based on C4.5 Decision Tree Algorithm Using Big Data Analytics  (Bhavna Rawal, Ruchi Agarwal)....Pages 203-211
 Comparative Study of MPPT Control of Grid-Tied PV Generation by Intelligent Techniques  (S. Behera, D. Meher, S. Poddar)....Pages 213-224
 Stability Analysis in RECS-Integrated Multi-area AGC System with SOS Algorithm Based Fuzzy Controller  (Prakash Chandra Sahu, Ramesh Chandra Prusty, Sidhartha Panda)....Pages 225-235
 Log-Based Reward Field Function for Deep-Q-Learning for Online Mobile Robot Navigation  (Arun Kumar Sah, Prases K. Mohanty, Vikas Kumar, Animesh Chhotray)....Pages 237-248
 Integrated Design for Assembly Approach Using Ant Colony Optimization Algorithm for Optimal Assembly Sequence Planning  (G. Bala Murali, B. B. V. L. Deepak, B. B. Biswal, Bijaya Kumar Khamari)....Pages 249-259
 Design and Performance Evaluation of Fractional Order PID Controller for Heat Flow System Using Particle Swarm Optimization  (Rosy Pradhan, Susmita Pradhan, Bibhuti Bhusan Pati)....Pages 261-271
 Land Records Data Mining: A Developmental Tool for Government of Odisha  (Pabitrananda Patnaik, Subhashree Pattnaik, Prashant Kumar Pramanik)....Pages 273-286
 Piecewise Modeling of ECG Signals Using Chebyshev Polynomials  (Om Prakash Yadav, Shashwati Ray)....Pages 287-296
 Analysis of Supplementary Excitation Controller for Hydel Power System GT Dynamic Using Metaheuristic Techniques  (Mahesh Singh, R. N. Patel, D. D. Neema)....Pages 297-308
 Farthest SMOTE: A Modified SMOTE Approach  (Anjana Gosain, Saanchi Sardana)....Pages 309-320
 DKFCM: Kernelized Approach to Density-Oriented Clustering  (Anjana Gosain, Tusharika Singh)....Pages 321-331
 Comparative Study of Optimal Overcurrent Relay Coordination Using Metaheuristic Techniques  (Shimpy Ralhan, Richa Goswami, Shashwati Ray)....Pages 333-344
 Prediction of Gold Price Movement Using Discretization Procedure  (Debanjan Banerjee, Arijit Ghosal, Imon Mukherjee)....Pages 345-356
 Language Discrimination from Speech Signal Using Perceptual and Physical Features  (Ghazaala Yasmin, Ishani DasGupta, Asit K. Das)....Pages 357-367
 Constructing Fuzzy Type-I Decision Tree Using Fuzzy Type-II Ambiguity Measure from Fuzzy Type-II Datasets  (Mohamed A. Elashiri, Ahmed T. Shawky, Abdulah S. Almahayreh)....Pages 369-378
 Aspect-Level Sentiment Analysis on Hotel Reviews  (Nibedita Panigrahi, T. Asha)....Pages 379-389
 Node Grouping and Link Segregation in Circular Layout with Edge Bundling  (Surbhi Dongaonkar, Vahida Attar)....Pages 391-399
 Fuzzy-Based Mobile Base Station Clustering Technique to Improve the Wireless Sensor Network Lifetime  (R. Sunitha, J. Chandrika)....Pages 401-409
 Hydropower Generation Optimization and Forecasting Using PSO  (D. Kiruthiga, T. Amudha)....Pages 411-421
 Automatic Identification and Classification of Microaneurysms, Exudates and Blood Vessel for Early Diabetic Retinopathy Recognition  (Vaibhav V. Kamble, Rajendra D. Kokate)....Pages 423-434
 Performance Analysis of Tree-Based Approaches for Pattern Mining  (Anindita Borah, Bhabesh Nath)....Pages 435-448
 Discovery of Variables Affecting Performance of Athlete Students Using Data Mining  (Rahul Sarode, Aniket Muley, Parag Bhalchandra, Sinku Kumar Singh, Mahesh Joshi)....Pages 449-458
 Implementation of Non-restoring Reversible Divider Using a Quantum-Dot Cellular Automata  (Ritesh Singh, Neeraj Kumar Misra, Bandan Bhoi)....Pages 459-469
 Depth Estimation of Non-rigid Shapes Based on Fibonacci Population Degeneration Particle Swarm Optimization  (Kothapelli Punnam Chandar, Tirumala Satya Savithri)....Pages 471-481
 Connecting the Gap Between Formal and Informal Attributes Within Formal Learning with Data Mining Techniques  (Shivanshi Goel, A. Sai Sabitha, Abhay Bansal)....Pages 483-491
 Multiple Linear Regression-Based Prediction Model to Detect Hexavalent Chromium in Drinking Water  (K. Sri Dhivya Krishnan, P. T. V. Bhuvaneswari)....Pages 493-504
 Data Engineered Content Extraction Studies for Indian Web Pages  (Bhanu Prakash Kolla, Arun Raja Raman)....Pages 505-512
 Steganography Using FCS Points Clustering and Kekre’s Transform  (Terence Johnson, Susmita Golatkar, Imtiaz Khan, Vaishakhi Pilankar, Nehash Bhobe)....Pages 513-523
 Anomaly Detection in Phonocardiogram Employing Deep Learning  (V. G. Sujadevi, K. P. Soman, R. Vinayakumar, A. U. Prem Sankar)....Pages 525-534
 Secured Image Transmission Through Region-Based Steganography Using Chaotic Encryption  (Shreela Dash, M. N. Das, Mamatarani Das)....Pages 535-544
 Technical Analysis of CNN-Based Face Recognition System—A Study  (S. Sharma, Ananya Kalyanam, Sameera Shaik)....Pages 545-556
 Application of Search Group Algorithm for Automatic Generation Control of Interconnected Power System  (Dillip Khamari, Rabindra Kumar Sahu, Sidhartha Panda)....Pages 557-568
 A Heuristic Comparison of Optimization Algorithms for the Trajectory Planning of a 4-axis SCARA Robot Manipulator  (Pradip Kumar Sahu, Gunji Balamurali, Golak Bihari Mahanta, Bibhuti Bhusan Biswal)....Pages 569-582
 A Computer-Aided Diagnosis System for Breast Cancer Using Deep Convolutional Neural Networks  (Nacer Eddine Benzebouchi, Nabiha Azizi, Khaled Ayadi)....Pages 583-593
 Indian Stock Market Prediction Using Machine Learning and Sentiment Analysis  (Ashish Pathak, Nisha P. Shetty)....Pages 595-603
 Exploring the Average Information Parameters over Lung Cancer for Analysis and Diagnosis  (Vaishnaw G. Kale, Vandana B. Malode)....Pages 605-616
 A Hash-Based Approach for Document Retrieval by Utilizing Term Features  (Rajeev Kumar Gupta, Durga Patel, Ankit Bramhe)....Pages 617-627
 Transform Domain Mammogram Classification Using Optimum Multiresolution Wavelet Decomposition and Optimized Association Rule Mining  (Poonam Sonar, Udhav Bhosle)....Pages 629-638
 Noise Reduction in Electrocardiogram Signal Using Hybrid Methods of Empirical Mode Decomposition with Wavelet Transform and Non-local Means Algorithm  (Sarmila Garnaik, Nikhilesh Chandra Rout, Kabiraj Sethi)....Pages 639-648
 A Path-Oriented Test Data Generation Approach Hybridizing Genetic Algorithm and Artificial Immune System  (Gargi Bhattacharjee, Ashish Singh Saluja)....Pages 649-658
 To Enhance Web Response Time Using Agglomerative Clustering Technique for Web Navigation Recommendation  (Shraddha Tiwari, Rajeev Kumar Gupta, Ramgopal Kashyap)....Pages 659-672
 Query-Optimized PageRank: A Novel Approach  (Rajendra Kumar Roul, Jajati Keshari Sahoo, Kushagr Arora)....Pages 673-683
 Effects of Social Media on Social, Mental, and Physical Health Traits of Youngsters  (Gautami Tripathi, Mohd Abdul Ahad)....Pages 685-695
 Document Labeling Using Source-LDA Combined with Correlation Matrix  (Rajendra Kumar Roul, Jajati Keshari Sahoo)....Pages 697-707
 Diffusion Least Mean Square Algorithm for Identification of IIR System Present in Each Node of a Wireless Sensor Networks  (Km Dimple, Dinesh Kumar Kotary, Satyasai Jagannath Nanda)....Pages 709-720
 Comparative Evaluation of Various Feature Weighting Methods on Movie Reviews  (S. Sivakumar, R. Rajalakshmi)....Pages 721-730
 Dynamic ELD with Valve-Point Effects Using Biogeography-Based Optimization Algorithm  (A. K. Barisal, Soudamini Behera, D. K. Lal)....Pages 731-738
 A Survey on Teaching–Learning-Based Optimization Algorithm: Short Journey from 2011 to 2017  (Janmenjoy Nayak, Bighnaraj Naik, G. T. Chandrasekhar, H. S. Behera)....Pages 739-758
 Predicting Users’ Preferences for Movie Recommender System Using Restricted Boltzmann Machine  (Dayal Kumar Behera, Madhabananda Das, Subhra Swetanisha)....Pages 759-769
 Comparative Analysis of DTC Induction Motor Drives with Firefly, Harmony Search, and Ant Colony Algorithms  (Naveen Goel, R. N. Patel, Saji Chacko)....Pages 771-782
 DNA Gene Expression Analysis on Diffuse Large B-Cell Lymphoma (DLBCL) Based on Filter Selection Method with Supervised Classification Method  (Alok Kumar Shukla, Pradeep Singh, Manu Vardhan)....Pages 783-792
 Categorizing Text Data Using Deep Learning: A Novel Approach  (Rajendra Kumar Roul, Sanjay Kumar Sahay)....Pages 793-805
 An Approach to Detect Patterns (Sub-graphs) with Edge Weight in Graph Using Graph Mining Techniques  (Bapuji Rao, Sarojananda Mishra)....Pages 807-817
 Comparative Performance Analysis of Adaptive Tuned PID Controller for Multi-machine Power System Network  (Mahesh Singh, Aparajita Agrawal, Shimpy Ralhan, Rajkumar Jhapte)....Pages 819-829
 A Competent Algorithm for Enhancing Low-Quality Finger Vein Images Using Fuzzy Theory  (Rose Bindu Joseph, Devarasan Ezhilmaran)....Pages 831-840
 An Adaptive Fuzzy Filter-Based Hybrid ARIMA-HONN Model for Time Series Forecasting  (Sibarama Panigrahi, H. S. Behera)....Pages 841-850
 An Evolutionary Algorithm-Based Text Categorization Technique  (Ajit Kumar Das, Asit Kumar Das, Apurba Sarkar)....Pages 851-861
 Short-Term Load Forecasting Using Genetic Algorithm  (Papia Ray, Saroj Kumar Panda, Debani Prasad Mishra)....Pages 863-872
 A Dynamic Bottle Inspection Structure  (Santosh Kumar Sahoo, M. Mahesh Sharma, B. B. Choudhury)....Pages 873-884
 Feature Selection-Based Clustering on Micro-blogging Data  (Soumi Dutta, Sujata Ghatak, Asit Kumar Das, Manan Gupta, Sayantika Dasgupta)....Pages 885-895
Back Matter ....Pages 897-899