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[null,"1.","Record Nr.",null,"UNINA9910787911803321"]
[null,null,"Autore",null,"Kotu Vijay"]
[null,null,"Titolo",null,"Predictive analytics and data mining : concepts and practice with rapidminer / / Vijay Kotu, Bala Deshpande"]
[null,null,"Pubbl/distr/stampa",null,"Waltham, Massachusetts : , : Elsevier Inc, , 2015"]
[{"$nulls":4},"©2015"]
[null,null,"ISBN",null,"0-12-801460-1"]
[{"$nulls":4},"0-12-801650-7"]
[null,null,"Edizione",null,"[1st edition]"]
[null,null,"Descrizione fisica",null,"1 online resource (447 p.)"]
[null,null,"Disciplina",null,"006.312"]
[null,null,"Soggetti",null,"Data mining - Data processing"]
[{"$nulls":4},"Consumer behavior - Economic aspects"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"\"\"Front Cover\"\"; \"\"Predictive Analyticsand Data Mining\"\"; \"\"Copyright\"\"; \"\"Dedication\"\"; \"\"Contents\"\"; \"\"Foreword\"\"; \"\"Preface\"\"; \"\"WHY THIS BOOK?\"\"; \"\"WHO CAN USE THIS BOOK?\"\"; \"\"Acknowledgments\"\"; \"\"Chapter 1 -Introduction\"\"; \"\"1.1 WHAT DATA MINING IS\"\"; \"\"1.2 WHAT DATA MINING IS NOT\"\"; \"\"1.3 THE CASE FOR DATA MINING\"\"; \"\"1.4 TYPES OF DATA MINING\"\"; \"\"1.5 DATA MINING ALGORITHMS\"\"; \"\"1.6 ROADMAP FOR UPCOMING CHAPTERS\"\"; \"\"REFERENCES\"\"; \"\"Chapter 2 - Data Mining Process\"\"; \"\"2.1 PRIOR KNOWLEDGE\"\"; \"\"2.2 DATA PREPARATION\"\"; \"\"2.3 MODELING\"\"; \"\"2.4 APPLICATION\"\"; \"\"2.5 KNOWLEDGE\"\""]
[{"$nulls":4},"\"\"REFERENCES\"\"\"\"Chapter 6 - Association Analysis\"\"; \"\"6.1 CONCEPTS OF MINING ASSOCIATION RULES\"\"; \"\"6.2 Apriori Algorithm\"\"; \"\"6.3 FP-GROWTH ALGORITHM\"\"; \"\"CONCLUSION\"\"; \"\"REFERENCES\"\"; \"\"Chapter 7 - Clustering\"\"; \"\"CLUSTERING TO DESCRIBE THE DATA\"\"; \"\"CLUSTERING FOR PREPROCESSING\"\"; \"\"7.1 TYPES OF CLUSTERING TECHNIQUES\"\"; \"\"7.2 K-MEANS CLUSTERING\"\"; \"\"7.3 DBSCAN CLUSTERING\"\"; \"\"7.4 SELF-ORGANIZING MAPS\"\"; \"\"REFERENCES\"\"; \"\"Chapter 8 - Model Evaluation\"\"; \"\"8.1 CONFUSION MATRIX (OR TRUTH TABLE)\"\"; \"\"8.2 RECEIVER OPERATOR CHARACTERISTIC (ROC) CURVES AND AREA UNDER THE CURVE (AUC)\"\""]
[{"$nulls":4},"\"\"8.3 LIFT CURVES\"\"\"\"8.4 EVALUATING THE PREDICTIONS: IMPLEMENTATION\"\"; \"\"CONCLUSION\"\"; \"\"REFERENCES\"\"; \"\"Chapter 9 - Text Mining\"\"; \"\"9.1 HOW TEXT MINING WORKS\"\"; \"\"9.2 IMPLEMENTING "]
[{"$nulls":4},"TEXT MINING WITH CLUSTERING AND CLASSIFICATION\"\"; \"\"CONCLUSION\"\"; \"\"REFERENCES\"\"; \"\"Chapter 10 - Time Series Forecasting\"\"; \"\"10.1 DATA-DRIVEN APPROACHES\"\"; \"\"10.2 MODEL-DRIVEN FORECASTING METHODS\"\"; \"\"CONCLUSION\"\"; \"\"REFERENCES\"\"; \"\"Chapter 11 - Anomaly Detection\"\"; \"\"11.1 ANOMALY DETECTION CONCEPTS\"\"; \"\"11.3 DENSITY-BASED OUTLIER DETECTION\"\"; \"\"11.4 LOCAL OUTLIER FACTOR\"\"; \"\"CONCLUSION\"\"; \"\"REFERENCES\"\""]
[{"$nulls":4},"\"\"Chapter 12 - Feature Selection\"\"\"\"12.1 CLASSIFYING FEATURE SELECTION METHODS\"\"; \"\"12.2 PRINCIPAL COMPONENT ANALYSIS\"\"; \"\"12.3 INFORMATION THEORYâ€?BASED FILTERING FOR NUMERIC DATA\"\"; \"\"CATEGORICAL DATA\"\"; \"\"12.5 WRAPPER-TYPE FEATURE SELECTION\"\"; \"\"CONCLUSION\"\"; \"\"REFERENCES\"\"; \"\"Chapter 13 - Getting Started with RapidMiner\"\"; \"\"13.1 USER INTERFACE AND TERMINOLOGY\"\"; \"\"13.2 DATA IMPORTING AND EXPORTING TOOLS\"\"; \"\"13.3 DATA VISUALIZATION TOOLS\"\"; \"\"13.4 DATA TRANSFORMATION TOOLS\"\"; \"\"13.5 SAMPLING AND MISSING VALUE TOOLS\"\"; \"\"CONCLUSION\"\"; \"\"REFERENCES\"\""]
[{"$nulls":4},"\"\"Comparison of Data Mining Algorithms\"\""]
[null,null,null,"Sommario/riassunto","Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Mining has become an essential tool for any enterprise that collects, stores and processes data as part of its operations. This book is ideal for business user"]
[null,"2.","Record Nr.",null,"UNINA9910144035903321"]
[null,null,"Titolo",null,"Communications and Multimedia Security. Advanced Techniques for Network and Data Protection : 7th IFIP TC-6 TC-11 International Conference, CMS 2003, Torino, Italy, October 2-3, 2003, Proceedings / / edited by Antonio Lioy, Daniele Mazzocchi"]
[null,null,"Pubbl/distr/stampa",null,"Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2003"]
[null,null,"ISBN",null,"3-540-45184-6"]
[null,null,"Edizione",null,"[1st ed. 2003.]"]
[null,null,"Descrizione fisica",null,"1 online resource (VIII, 268 p.)"]
[null,null,"Collana",null,"Lecture Notes in Computer Science, , 0302-9743 ; ; 2828"]
[null,null,"Disciplina",null,"005.8"]
[null,null,"Soggetti",null,"Data encryption (Computer science)"]
[{"$nulls":4},"Computer networks"]
[{"$nulls":4},"Operating systems (Computers)"]
[{"$nulls":4},"Multimedia systems"]
[{"$nulls":4},"Computers and civilization"]
[{"$nulls":4},"Management information systems"]
[{"$nulls":4},"Computer science"]
[{"$nulls":4},"Cryptology"]
[{"$nulls":4},"Computer Communication Networks"]
[{"$nulls":4},"Operating Systems"]
[{"$nulls":4},"Multimedia Information Systems"]
[{"$nulls":4},"Computers and Society"]
[{"$nulls":4},"Management of Computing and Information Systems"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Bibliographic Level Mode of Issuance: Monograph"]
[null,null,null,"Nota di bibliografia","Includes bibliographical references at the end of each chapters and index."]
[null,null,"Nota di contenuto",null,"Cryptography -- Computation of Cryptographic Keys from Face Biometrics -- AUTHMAC_DH: A New Protocol for Authentication and Key Distribution -- Multipoint-to-Multipoint Secure-Messaging with Threshold-Regulated Authorisation and Sabotage Detection -- Network Security -- Securing the Border Gateway Protocol: A Status Update -- Towards an IPv6-Based Security Framework for Distributed Storage Resources -- Operational Characteristics of an Automated Intrusion Response System -- Mobile and Wireless Network Security -- A Secure Multimedia System in Emerging Wireless Home Networks -- Java "]
[{"$nulls":4},"Obfuscation with a Theoretical Basis for Building Secure Mobile Agents -- A Security Scheme for Mobile Agent Platforms in Large-Scale Systems -- Trust and Privacy -- Privacy and Trust in Distributed Networks -- Extending the SDSI / SPKI Model through Federation Webs -- Trust- : An XML Framework for Trust Negotiations -- Application Security -- How to Specify Security Services: A Practical Approach -- Application Level Smart Card Support through Networked Mobile Devices -- Flexibly-Configurable and Computation-Efficient Digital Cash with Polynomial-Thresholded Coinage -- Multimedia Security -- Selective Encryption of the JPEG2000 Bitstream -- Robust Spatial Data Hiding for Color Images -- Watermark Security via Secret Wavelet Packet Subband Structures -- A Robust Audio Watermarking Scheme Based on MPEG 1 Layer 3 Compression -- Loss-Tolerant Stream Authentication via Configurable Integration of One-Time Signatures and Hash-Graphs -- Confidential Transmission of Lossless Visual Data: Experimental Modelling and Optimization."]
[null,null,null,"Sommario/riassunto","This book constitutes the refereed proceedings of the 7th IFIP International Conference on Communications and Multimedia Security, CMS 2003, held in Torino, Italy in October 2003.The 21 revised full papers presented were carefully reviewed and selected for presentation. The papers are organized in topical sections on cryptography, network security, mobile and wireless network security, trust and privacy, application security, and multimedia security."]