You are previewing Advances in Secure Computing, Internet Services, and Applications.
O'Reilly logo
Advances in Secure Computing, Internet Services, and Applications

Book Description

Technological advancements have extracted a vast amount of useful knowledge and information for applications and services. These developments have evoked intelligent solutions that have been utilized in efforts to secure this data and avoid potential complex problems. Advances in Secure Computing, Internet Services, and Applications presents current research on the applications of computational intelligence in order to focus on the challenge humans face when securing knowledge and data. This book is a vital reference source for researchers, lecturers, professors, students, and developers, who have interest in secure computing and recent advanced in real life applications.

Table of Contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Book Series
  5. Dedication
  6. Editorial Advisory Board and List of Reviewers
    1. Editorial Advisory Board
    2. List of the Reviewers
  7. Preface
  8. Acknowledgment
  9. Section 1: Data Mining and Security
    1. Chapter 1: Multi-Granular Computing through Rough Sets
      1. ABSTRACT
      2. INTRODUCTION
      3. DIFFERENT VIEWS OF GRANULAR COMPUTING
      4. GRANULAR STRUCTURE
      5. STRUCTURED THINKING
      6. STRUCTURED PROBLEM SOLVING
      7. STRUCTURED INFORMATION PROCESSING
      8. ROUGH SETS AND GRANULAR COMPUTING
      9. MULTIGRANULATION
      10. REAL LIFE APPLICATION OF MULTIGRANULAR ROUGH SETS
      11. TOPOLOGICAL PROPERTIES OF ROUGH SETS
      12. TOPOLOGICAL PROPERTIES OF BASIC ROUGH SETS
      13. TOPOLOGICAL PROPERTIES OF MULTIGRANULAR ROUGH SETS
      14. TYPES OF OPTIMISTIC MULTIGRANULAR ROUGH SETS
      15. TYPES OF COMPLEMENT FOR OPTIMISTIC MULTIGRANULAR ROUGH SETS
      16. TYPES OF UNION OF TWO OPTIMISTIC MULTIGRANULAR ROUGH SETS
      17. TYPES OF INTERSECTION OF TWO OPTIMISTIC MULTIGRANULAR ROUGH SETS
      18. TYPES OF PESSIMISTIC MULTIGRANULAR ROUGH SETS
      19. MULTIGRANULAR ROUGH SETS ON INCOMPLETE INFORMATION SYSTEMS
      20. TOPOLOGICAL PROPERTIES OF ROUGH FUZZY SETS
      21. INTUITIONISTIC FUZZY SETS, ROUGH INTUITIONISTIC FUZZY SETS AND MULTIGRANULATION
      22. PROPERTIES OF MULTIGRANULATIONS
      23. SOME PROPERTIES OF MEASURES OF UNCERTAINTY
      24. COMPARISON PROPERTIES OF ROUGH SETS BASED ON MULTIGRANULATIONS AND TYPES OF MULTIGRANULAR APPROXIMATIONS OF CLASSIFICATIONS
      25. GENERAL RESULT ON TYPES OF CLASSIFICATIONS WITH RESPECT TO MULTIGRANULATIONS
      26. NMGRS AND CBMGRS
      27. PROBLEMS FOR FURTHER STUDY
      28. CONCLUSION
    2. Chapter 2: Pattern Recognition and Robotics
      1. ABSTRACT
      2. INTRODUCTION
      3. PATTERN RECOGNITON IN ROBOTS
      4. FUTURE RESEARCH DIRECTIONS
      5. CONCLUSION
    3. Chapter 3: Privacy Preservation in Information System
      1. ABSTRACT
      2. INTRODUCTION
      3. INFORMATION SYSTEM
      4. DISCRETIZATION OF ATTRIBUTE VALUES
      5. ATTRIBUTE REDUCTION
      6. PRIVACY PRESERVATION
      7. ANONYMIZATION
      8. K-ANONYMIZATION
      9. L-DIVERSITY
      10. T-CLOSENESS
      11. PERTURBATION
      12. AN EMPIRICAL STUDY ON MARKETING STRATEGIES
      13. CONCLUSION
    4. Chapter 4: Predictive Analytics and Data Mining
      1. ABSTRACT
      2. INTRODUCTION
      3. RELATED WORKS
      4. CABS: CLUSTER ANALYSIS TO STUDY BEHAVIOR OF SCHOOL CHILDREN FROM LARGE DATABASES
      5. IMPLEMENTATION
      6. EXPERIMENTATION
      7. CONCLUSION AND FUTURE WORK
    5. Chapter 5: Characterizing Intelligent Intrusion Detection and Prevention Systems Using Data Mining
      1. ABSTRACT
      2. INTRODUCTION
      3. RELATED RESEARCH
      4. DATA MINING IN IPS
      5. MAPPING PROBLEM OF IPS
      6. RESEARCH METHODOLOGY AND DISCUSSIONS
      7. MATERIALS AND METHODS
      8. CONCLUSION AND FUTURE DIRECTIONS
  10. Section 2: Project and Knowledge Management Infrastructure
    1. Chapter 6: The Role of Knowledge Management on Job Satisfaction
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. MAIN FOCUS OF THE CHAPTER
      5. FUTURE RESEARCH DIRECTIONS
      6. CONCLUSION
    2. Chapter 7: Assessment of Technical Efficiency of Indian B-Schools
      1. ABSTRACT
      2. INTRODUCTION
      3. QUALITY IN MANAGEMENT EDUCATION
      4. LITERATURE REVIEW
      5. DATA ENVELOPMENT ANALYSIS (DEA)
      6. DATA CLASSIFICATION AND REVERSAL FOR DEA APPLICATIONS
      7. ANALYSIS AND RESULTS
      8. CONCLUSION
      9. FUTURE RESEARCH DIRECTIONS
    3. Chapter 8: Detection of Non-Technical Losses
      1. ABSTRACT
      2. INTRODUCTION
      3. REVIEW OF THE CURRENT STATE
      4. THE PROJECT MIDAS
      5. SYSTEM ARCHITECTURE
      6. SELECT SAMPLE
      7. DATA MINING
      8. INTEGRATED EXPERT SYSTEM
      9. EXPERIMENTAL RESULTS
      10. FUTURE RESEARCH DIRECTIONS
      11. CONCLUSION
    4. Chapter 9: Graphical Evaluation and Review Technique (GERT)
      1. ABSTRACT
      2. INTRODUCTION
      3. PROJECT NETWORK TECHNIQUES
      4. GRAPHICAL EVALUATION AND REVIEW TECHNIQUE (GERT)
      5. FORMULATION OF GERT NETWORK
      6. FUTURE RESEARCH DIRECTIONS
      7. CONCLUSION
  11. Section 3: Distributed Computing and Network Management
    1. Chapter 10: Heuristic Resource Allocation Algorithms for Dynamic Load Balancing in Heterogeneous Distributed Computing System
      1. ABSTRACT
      2. 1. INTRODUCTION
      3. 2. RELATED WORKS
      4. 3. HETEROGENEOUS DISTRIBUTED COMPUTING SYSTEM MODEL
      5. 4. TASK MODEL AND ITERATIVE LOAD BALANCING TECHNIQUES
      6. 5. LOAD BALANCING USING SIMULATED ANNEALING
      7. 6. GENETICS BASED LOAD BALANCING ALGORITHMS
      8. 7. CONCLUSION
    2. Chapter 11: Design Issues of 4G-Network Mobility Management
      1. ABSTRACT
      2. INTRODUCTION
      3. KEY COMPONENTS OF 4G NETWORK
      4. CHARACTERISTICS OF 4G NETWORKS
      5. BACKGROUND
      6. RECENT TECHNOLOGIES
      7. PROBLEMS IN EXISTING NETWORK
      8. RESEARCH CHALLENGES
      9. OVERVIEW OF MOBILITY MANAGEMENT IN 4G NETWORK
      10. HANDOVER PROCEDURE
      11. MOBILITY MANAGEMENT AT DIFFERENT LAYERS
      12. REQUIREMENTS FOR MOBILITY MANAGEMENT IN 4G
      13. EXISTING SOLUTIONS
      14. IEEE 802.21 MEDIA INDEPENDENT HANDOVER
      15. FUTURE RESEARCH DIRECTIONS
      16. CONCLUSION
    3. Chapter 12: Genetic Algorithms
      1. ABSTRACT
      2. INTRODUCTION
      3. GENETIC ALGORITHMS TO DIAGNOSE FAULTS IN DISTRIBUTED EMBEDDED SYSTEMS
      4. FAULT DIAGNOSIS
      5. DISTRIBUTED EMBEDDED SYSTEMS
      6. GA-BASED INTERMITTENT FAULT DIAGNOSIS IN K-CONNECTED DISTRIBUTED SYSTEMS
      7. FUTURE WORKS
      8. CONCLUSION
  12. Section 4: Neural Network and Applications
    1. Chapter 13: Conjugate Gradient Trained Neural Network for Intelligent Sensing of Manhole Gases to Avoid Human Fatality
      1. ABSTRACT
      2. INTRODUCTION
      3. THE PROBLEM
      4. SURVEY
      5. PROBLEM FORMULATION
      6. CONJUGATE GRADIENT TRAINED ANN (CGNN)
      7. PERFORMANCE STUDY
      8. DISCUSSION
      9. CONCLUSION
    2. Chapter 14: Artificial Neural Network Modeling for Electrical Discharge Machining Parameters
      1. ABSTRACT
      2. INTRODUCTION
      3. ARTIFICIAL NEURAL NETWORK
      4. RADIAL BASIC FUNCTION NEURAL NETWORK
      5. SIMPLE RECURRENT NEURAL NETWORK
      6. FUTURE RESEARCH DIRECTIONS
      7. CONCLUSION
    3. Chapter 15: Neural Network Model to Estimate and Predict Cell Mass Concentration in Lipase Fermentation
      1. ABSTRACT
      2. INTRODUCTION
      3. LITERATURE SURVEY
      4. MICROORGANISM AND INOCULUM DEVELOPMENT
      5. BIOMASS ESTIMATION
      6. NEURAL NETWORK GUI AND LANGUAGE
      7. WEIGHTING FACTORS
      8. SUMMATION FUNCTION
      9. ERROR FUNCTION AND BACK-PROPAGATED VALUE
      10. LEARNING FUNCTION
      11. NEURAL NETWORK MODEL
      12. PROGRAMMING ENVIRONMENT AND TRAINING ALGORITHM
      13. BATCH EXPERIMENTATION
      14. MODELING OF BATCH CULTURE
      15. CONCLUSION
      16. FUTURE WORK
    4. Chapter 16: Prediction of Structural and Functional Aspects of Protein
      1. ABSTRACT
      2. INTRODUCTION
      3. CONCLUSION
  13. Compilation of References
  14. About the Contributors