Computational Intelligence in Data Mining¿Volume 1

Proceedings of the International Conference on CIDM, 5-6 December 2015
Herausgegeben:Behera, Himansu Sekhar; Mohapatra, Durga Prasad

• Broschiertes Buch

Produktbeschreibung

The book is a collection of high-quality peer-reviewed research papers presented in the Second International Conference on Computational Intelligence in Data Mining (ICCIDM 2015) held at Bhubaneswar, Odisha, India during 5 - 6 December 2015. The two-volume Proceedings address the difficulties and challenges for the seamless integration of two core disciplines of computer science, i.e., computational intelligence and data mining. The book addresses different methods and techniques of integration for enhancing the overall goal of data mining. The book helps to disseminate the knowledge about some innovative, active research directions in the field of data mining, machine and computational intelligence, along with some current issues and applications of related topics.

Produktdetails

• Advances in Intelligent Systems and Computing 410
• Verlag: Springer / Springer India / Springer, Berlin
• Artikelnr. des Verlages: 978-81-322-2732-8
• 1st ed. 2016
• Seitenzahl: 520
• Erscheinungstermin: 9. Dezember 2015
• Englisch
• Abmessung: 235mm x 155mm x 28mm
• Gewicht: 784g
• ISBN-13: 9788132227328
• ISBN-10: 8132227328
• Artikelnr.: 44012540

Autorenporträt

Prof. Himansu Sekhar Behera is working as an Associate Professor in the Department of Computer Science Engineering & Information Technology, Veer Surendra Sai University of Technology (VSSUT) - An Unitary Technical University, Established by Govt. of Odisha, Burla, Odisha. He has received M.Tech in Computer Science & Engineering from N.I.T, Rourkela (formerly R.E.C, Rourkela) and Doctor of Philosophy in Engineering (Ph.D.) from Biju Pattnaik University of Technology (BPUT), Rourkela, Govt. of Odisha, respectively. He has published more than 80 research papers in various international Journals and Conferences, edited 11 books and is acting as a Member of the Editorial / Reviewer Board of various international journals. He is proficient in the field of Computer Science Engineering and served in the capacity of program chair, tutorial chair and acted as advisory member of committees of many national and international conferences. His research interests include Data Mining, Soft Computing, Evolutionary Computation, Machine Intelligence and Distributed System. He is associated with various educational and research societies like OITS,ISTE, IE, ISTD,CSI,OMS,AIAER, SMIAENG,SMCSTA, etc. Prof. Durga Prasad Mohapatra received his Ph.D. from Indian Institute of Technology Kharagpur and is presently serving as Associate Professor in NIT Rourkela, Odisha. His research interests include software engineering, real-time systems, discrete mathematics, and distributed computing. He has published more than 30 research papers in these fields in various international Journals and Conferences. He has received several project grants from DST and UGC, Govt. of India. He has received the Young Scientist Award for the year 2006 by Orissa Bigyan Academy. He has also received the Prof. K. Arumugam National Award and the Maharashtra State National Award for outstanding research work in Software Engineering for the years 2009 and 2010, respectively from the Indian Society for Technical Education (ISTE), New Delhi. He is going to receive the Bharat Sikshya Ratan Award for significant contribution in academics awarded by the Global Society for Health and Educational Growth, Delhi. 

Inhaltsangabe

Chapter 1. A Novel Approach for BiometricAuthentication System Using Ear, 2D Face and 3D Face Modalities.- Chapter 2.An Optimal Policy with Quadratic Demand,Time-Varying Quadratic Holding Cost and Partial Backlogging.- Chapter 3.A Novel Approach for Order Reduction of High Order DiscreteTime Systems Using Modified Routh Approximation Method via w-Domain.- Chapter 4.Pose Invariant Face Recognition for New Born:Machine Learning Approach.- Chapter5. Implementationof Data Analytics for MongoDB Using Trigger Utility.- Chapter 6.Heart Disease Prediction Using k-Nearest NeighbourClassifier Based on Handwritten Text .- Chapter 7. Optimizing a Higher Order Neural Network throughTeaching Learning Based Optimization Algorithm.- Chapter 8. Deploying a Social Web Graph over a Semantic WebFramework.- Chapter 9. Detectingand Analysing Invariant Groups in Complex Networks.- Chapter 10.Automatic Mucosa Detection inVideo CapsuleEndoscopy with Adaptive Thresholding.- Chapter 11. Optimization Approach for Feature Selection andClassification with Support Vector Machine.- Chapter 12. Design and Development of Controller Software for MASReceiver Using Socket Programming.- Chapter13. Inference ofReplanting in Forest Fire Affected Land Using Data Mining Technique.- Chapter 14.A New Approach on Color Image Encryption UsingArnold 4D Cat Map.- Chapter 15. NeutrosophicLogic Based New Methodology to Handle Indeterminacy Data for Taking AccurateDecision.- Chapter 16. Prognosticationof Student's Performance: An Hierarchical Clustering Strategy for EducationalDataset.- Chapter 17. Design andImplementation ACO Based Edge Detection on the Fusion of Hue and PCA.- Chapter 18.Effective Sentimental Analysis & Opinion Miningof Web Reviews Using Rule Based Classifiers.- Chapter 19. Trigonometric Fourier Approximation of the ConjugateSeries of a Function of Generalized Lipchitz Class by Product Summability.- Chapter 20.Optimal Energy Efficient Path Selection Using VenusFlytrap Optimization Algorithm in MANET.- Chapter 21. Bi-clustering Using Venus Flytrap OptimizationAlgorithm.- Chapter 22. AnalyticalStructure of a Fuzzy Logic Controller for Software Development EffortEstimation.- Chapter 23. MalayalamSpell Checker Using N-Gram Method.- Chapter24. Sample ClassificationBased on Gene Subset Selection.- Chapter25. A MultiCriteria Document Clustering Approach Using Genetic Algorithm.- Chapter 26.Positive and Negative Association Rule Mining UsingCorrelation Threshold and Dual Confidence Approach.- Chapter 27.Extractive Text Summarization Using Lexical Associationand Graph Based Text Analysis.- Chapter28. Design ofLinear Phase FIR Band Stop Filter Using Fusion Based DEPSO Algorithm.- Chapter 29.A Survey on Face Detection and Person Re-identification.-Chapter 30. MachineTranslation of Telugu Singular Pronoun Inflections to Sanskrit.- Chapter 31.Tweet Analyzer: Identifying Interesting Tweets Basedon the Polarity of Tweets.- Chapter32. Face-Trackingto Detect Dynamic Target in Wireless Sensor Networks.- Chapter 33.Abnormal Gait Detection Using Lean and Ramp Angle Features.-Chapter 34. FuzzyLogic and AHP-based Ranking of Cloud Service Providers.- Chapter 35.Classification of Tabla Strokes Using NeuralNetwork.- Chapter 36. AutomaticHeadline Generation for News Article.- Chapter 37. Identifying Natural Communities in Social Networks UsingModularity Coupled with Self Organizing Maps.- Chapter 38. A Low ComplexityFLANN Architecture for Forecasting Stock Time Series Data Training withMeta-Heuristic Firefly Algorithm.- Chapter39. A Novel SchedulingAlgorithm for Cloud Computing Environment.- Chapter 40. PSO Based Tuning of a Integral and Proportional IntegralController for a Closed Loop Stand-alone Multi Wind Energy System.- Chapter 41.Statistically Validating Intrusion DetectionFramework against Selected DoS Attacks in Ad Hoc Networks: An NS-2 SimulationStudy.- Chapter 42. FourierFeatures for the Recognition of Ancient Kannada Text.- Chapter 43.A Spelling Mistake Correction (SMC) Model for ResolvingReal-word Error.- Chapter 44. DifferentialEvolution Based Tuning of Proportional Integral Controller for ModularMultilevel Converter STATCOM.- Chapter45. Designingof DPA Resistant Circuit Using Secure Differential Logic Gates.- Chapter 46.Efficient Algorithm for Web Search QueryReformulation Using Genetic Algorithm.- Chapter 47. Throughput of a Network Shared by TCP Reno and TCPVegas in Static Multi-hop Wireless Network.- Chapter 48. A Pronunciation Rule-based Speech SynthesisTechnique for Odia Numerals.

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Chapter 1. A Novel Approach for Biometric Authentication System Using Ear, 2D Face and 3D Face Modalities.- Chapter 2. An Optimal Policy with Quadratic Demand, Time-Varying Quadratic Holding Cost and Partial Backlogging.- Chapter 3. A Novel Approach for Order Reduction of High Order Discrete Time Systems Using Modified Routh Approximation Method via w-Domain.- Chapter 4. Pose Invariant Face Recognition for New Born: Machine Learning Approach.- Chapter 5. Implementation of Data Analytics for MongoDB Using Trigger Utility.- Chapter 6. Heart Disease Prediction Using k-Nearest Neighbour Classifier Based on Handwritten Text .- Chapter 7. Optimizing a Higher Order Neural Network through Teaching Learning Based Optimization Algorithm.- Chapter 8. Deploying a Social Web Graph over a Semantic Web Framework.- Chapter 9. Detecting and Analysing Invariant Groups in Complex Networks.- Chapter 10. Automatic Mucosa Detection inVideo Capsule Endoscopy with Adaptive Thresholding.- Chapter 11. Optimization Approach for Feature Selection and Classification with Support Vector Machine.- Chapter 12. Design and Development of Controller Software for MAS Receiver Using Socket Programming.- Chapter 13. Inference of Replanting in Forest Fire Affected Land Using Data Mining Technique.- Chapter 14. A New Approach on Color Image Encryption Using Arnold 4D Cat Map.- Chapter 15. Neutrosophic Logic Based New Methodology to Handle Indeterminacy Data for Taking Accurate Decision.- Chapter 16. Prognostication of Student’s Performance: An Hierarchical Clustering Strategy for Educational Dataset.- Chapter 17. Design and Implementation ACO Based Edge Detection on the Fusion of Hue and PCA.- Chapter 18. Effective Sentimental Analysis & Opinion Mining of Web Reviews Using Rule Based Classifiers.- Chapter 19. Trigonometric Fourier Approximation of the Conjugate Series of a Function of Generalized Lipchitz Class by Product Summability.- Chapter 20. Optimal Energy Efficient Path Selection Using Venus Flytrap Optimization Algorithm in MANET.- Chapter 21. Bi-clustering Using Venus Flytrap Optimization Algorithm.- Chapter 22. Analytical Structure of a Fuzzy Logic Controller for Software Development Effort Estimation.- Chapter 23. Malayalam Spell Checker Using N-Gram Method.- Chapter 24. Sample Classification Based on Gene Subset Selection.- Chapter 25. A Multi Criteria Document Clustering Approach Using Genetic Algorithm.- Chapter 26. Positive and Negative Association Rule Mining Using Correlation Threshold and Dual Confidence Approach.- Chapter 27. Extractive Text Summarization Using Lexical Association and Graph Based Text Analysis.- Chapter 28. Design of Linear Phase FIR Band Stop Filter Using Fusion Based DEPSO Algorithm.- Chapter 29. A Survey on Face Detection and Person Re-identification.- Chapter 30. Machine Translation of Telugu Singular Pronoun Inflections to Sanskrit.- Chapter 31. Tweet Analyzer: Identifying Interesting Tweets Based on the Polarity of Tweets.- Chapter 32. Face-Tracking to Detect Dynamic Target in Wireless Sensor Networks.- Chapter 33. Abnormal Gait Detection Using Lean and Ramp Angle Features.- Chapter 34. Fuzzy Logic and AHP-based Ranking of Cloud Service Providers.- Chapter 35. Classification of Tabla Strokes Using Neural Network.- Chapter 36. Automatic Headline Generation for News Article.- Chapter 37. Identifying Natural Communities in Social Networks Using Modularity Coupled with Self Organizing Maps.- Chapter 38. A Low Complexity FLANN Architecture for Forecasting Stock Time Series Data Training with Meta-Heuristic Firefly Algorithm.- Chapter 39. A Novel Scheduling Algorithm for Cloud Computing Environment.- Chapter 40. PSO Based Tuning of a Integral and Proportional Integral Controller for a Closed Loop Stand-alone Multi Wind Energy System.- Chapter 41. Statistically Validating Intrusion Detection Framework against Selected DoS Attacks in Ad Hoc Networks: An NS-2 Simulation Study.- Chapter 42. Fourier Features for the Recognition of Ancient Kannada Text.- Chapter 43. A Spelling Mistake Correction (SMC) Model for Resolving Real-word Error.- Chapter 44. Differential Evolution Based Tuning of Proportional Integral Controller for Modular Multilevel Converter STATCOM.- Chapter 45. Designing of DPA Resistant Circuit Using Secure Differential Logic Gates.- Chapter 46. Efficient Algorithm for Web Search Query Reformulation Using Genetic Algorithm.- Chapter 47. Throughput of a Network Shared by TCP Reno and TCP Vegas in Static Multi-hop Wireless Network.- Chapter 48. A Pronunciation Rule-based Speech Synthesis Technique for Odia Numerals.