Knowledge Engineering(1st Edition)

Book details

Book Price $0 : Knowledge Engineering (KE) And Data Mining Are Areas Of Common Interest To Researchers In AI, Pattern Recognition, Statistics, Databases, Knowledge Acquisition, Data Visualization, High Performance Computing, And Expert Systems.This Book Is Divided In To Seven Major Parts. Part One Has Focused On Document And Multi-document Reconstruction And Summarization, Medical Imaging, Opinion Mining, PCA LDA, Cross Co-relation And Phase Based Matching. Whereas Part Two Covers Application Areas Of Data Mining Like Data Cleaning, Weather Forecasting And Web Mining. Part Three Covers HCI, ECG, Direct Manipulation Interface, Face Recognition In Crowd, Gesture Recognition For Mobile, Chaotic Dynamics, Epilepsy And Alzheimer's Diagnosis, CAL, Devanagri Character Recognition And Speech Databases. Web Mining Related Areas Like Clustering, Web Usage Mining, Web Log Analysis, BI, Web Indexing, Crawlers And Link Mining Are Covered In Part Four.The Algorithms Of Data Mining Related To Decision Trees, Association Rules And Tries Base Apriori Algorithm, Decision Support And GIS Are Covered In Part Five. The Sixth Part Covers Aspects Of Security Like Density Based Approach, Intrusion Detection In Oracle, Unbalanced Datasets And Dark Block Extraction. The Last Part Contains The Other Allied Areas Of Data Mining For The Applications Like Customer Review, SOA-Governance Planning, Mobile Ad-Hoc Networks, KE Framework For Technical Education Institutes, Time Series Analysis, Extraction Of Genetic Features, KD In Agriculture Crop Production, Earthquake Prediction And Credit Card Fraud Detection.Table Of Contentsâ?¢ Prefaceâ?¢ Part I: Data Mining-Image Processing - Torn Document Reconstruction: A Reviewâ?¢ Text Document Summarization Comparison, Using Query Dependent Clustering Techniquesâ?¢ Study And Evaluation Of Multi-document Summarization Approaches: A Peer Reviewâ?¢ A Novel Approach For Super Resolution Image Restoration In Medical Imagineâ?¢ Opinion Mining: A Study On Automated Text Based Emotion Predictionâ?¢ Comparative Study Of Face Recognition Methods: PCA And LDAâ?¢ Face Recognition With Principal Component Analysis And Cross-Correlation Techniquesâ?¢ Iris Biometric For Person Identification Using Phase-Based Image Matchingâ?¢ Part II: Data Mining Applications - Data Cleaning: Current Approaches And Issuesâ?¢ Characterization Of Models For Application Of Data Mining To University Databasesâ?¢ Distributed Database For Weather Through Tini Microcontrollerâ?¢ Use Of Search Engine Result Count For Similarity, Duplicate And Substitution Detection In Web Mining: A Surveyâ?¢ Part III: Biometrics And Human Computer Interactions - Non-invasive Brain Computer Interface Application Using Electroencephalograph Signal Analysisâ?¢ A Cognitive Account Of Direct Manipulation Interfacesâ?¢ Recent Advances For Recognition Of Faces In The Crowdâ?¢ Surround Sense Hand Gestures For Mobile Deviceâ?¢ Modeling Of Chaotic Dynamics In Social Systemsâ?¢ Diagnosis Of Epilepsy And Alzheimer's Diseases Using EEG A Clinical Reviewâ?¢ Human-Computer Interaction In Computer Aided Learningâ?¢ Diverse Classifier For Face Recognitionâ?¢ A Comparative Study Using Wavelet And SVM For Devanagri Characters Recognitionâ?¢ Designing And Development Of Speech Database The Technical Reviewâ?¢ Part IV: Web Mining - Automatic Clustering And User Profiling Of Web Users Using Web Usage Mining Techniques And Its Comparative Studyâ?¢ Design An Algorithm For Weblogs Analysis: An Application Of Business Intelligenceâ?¢ Web Index Recommendationsâ?¢ Freshness Tuning In Focused Crawlerâ?¢ Link Mining: A Grand Challenge Of Data Miningâ?¢ Part V: Data Mining Algorithm - Design Of Student Classification Algorithm Using Decision Treeâ?¢ Efficient Mining Of Association Rules Using Linked List And Tries Based Apriori Algorithmâ?¢ Data Mining And Decision Supportâ?¢ Assessing Water Pollutants Using GIS Based Data Analysisâ?¢ The Evolution Of The Association Rulesâ?¢ Case Representation And Retrieval For Statistical Process Controlâ?¢ Part VI: Security - Density Based Approach For Discovering Intruders (Securing Database)â?¢ Data Mining-Based Intrusion Detection Systems In Oracle Database 10gâ?¢ DRIVE BY EYE : An Intuitive Approach Towards Providing Enhanced Security In Computersâ?¢ Cluster The Unlabeled Datasets Using Extended Dark Block Extractionâ?¢ Part VI: Other Allied Topics - Opinion Mining Of Customer Reviewsâ?¢ SOA Governance Planningâ?¢ Data Management Framework In Mobile Ad Hoc Networksâ?¢ Developing Knowledge Engineering Framework For A Technical Higher Education Instituteâ?¢ Knowledge-Based Simulation Of Digital Transmission Lines: A Data Analysis Approach To Study Transmission Line Behaviorâ?¢ Predicting The Data Congestion Through Historical Points With The Innovation Of Clustering In Seconds Based Time Series Analysisâ?¢ Extraction Of Genetic Features Using Speech Recognitionâ?¢ Knowledge Discovery In Agriculture Crop Productionâ?¢ A Review Paper On Data Mining: A Tool For Earthquake Predictionâ?¢ Comparative Study Of Credit Card Fraud Detection Using HMM And Neural Networkâ?¢ Author Index. 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