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Table of Contents: “...An Energy-Efficient Hybrid Hierarchical Clustering Algorithm for Wireless Sensor Devices in IoT -- Fund Utilization under Parliament Local Development Scheme: Machine Learning base Approach -- Implementing Automatic Ontology Generation for the New Zealand Open Government Data: An Evaluative Approach -- Blockchain based Framework to Maintain Chain of Custody (CoC) in a Forensic Investigation. - A light SRGAN for Up-Scaling of Low Resolution and High Latency Images -- Energy Efficient Clustering Routing Protocol and ACO Algorithm in WSN -- Efficient Social Distancing Detection using Object Detection and Triangle Similarity -- Explaining a Black-Box Sentiment Analysis Model with Local Interpretable Model Diagnostics Explanation (LIME) -- Spelling Checking and Error Corrector System for Marathi Language Text using Minimum Edit Distance Algorithm -- A Study on Morphological Analyser for Indian Languages : A Literature Perspective -- Cyber Safety Against Social Media Abusing -- Predictive Rood Pattern Search for Efficient Video Compression -- An Effective Approach For Classifying Acute Lymbphoblastic Luekemia Using Hybrid Hierarchial Classifiers -- Abnormal Blood Vessels Segmentation for Proliferative Diabetic Retinopathy Screening Using Convolutional Neural Network. - Predictive Programmatic Classification Model to Improve Ad-Campaign Click Through Rate -- Live stream processing techniques to assist unmanned, regulated railway crossings -- Most Significant Bit-Plane based Local Ternary Pattern for Biomedical Image Retrieval -- Facial Monitoring Using Gradient Based Approach -- Overlapped Circular Convolution based feature extraction algorithm for classification of high dimensional datasets -- Binary Decision Tree Based Packet Queuing Schema for Next Generation Firewall -- Automatic Tabla Stroke Source Separation Using Machine Learning -- Classification of Immunity Booster Medicinal Plants using CNN: A Deep Learning Approach -- Machine Learning Model Interpretability in NLP and Computer Vision Applications -- Optimal Sizing and Siting of Multiple Dispersed Generation System using Metaheuristic Algorithm -- Design of a Fused Triple Convolutional Neural Network for Malware Detection: A Visual Classification Approach -- Mobile Agent Security using Lagrange Interpolation with Multilayer Perception Neural Network -- Performance Analysis of Channel coding techniques for 5G networks -- An Ensemble Learning Approach for Software Defect Prediction in Developing Quality Software Product -- A Study on Energy-Aware Virtual Machine Consolidation Policies in Cloud Data Centers using Cloudsim Toolkit -- Predicting Insomnia Using Multilayer Stacked Ensemble Model. - A novel encryption scheme based on Fully Homomorphic Encryption and RR-AES along with privacy preservation for vehicular network -- Key-Based Decoding for Coded Modulation Schemes in the presence of ISI -- Optimizing the Performance of KNN Classifier for Human Activity Recognition -- Face Recognition with Disguise and makeup Variations Using Image Processing and Machine Learning -- Attention-based deep Fusion Network for Retinal Lesion Segmentation in Fundus Image -- Visibility improvement in hazy conditions via a deep learning based image fusion approach -- Performance of Reinforcement Learning Simulation: x86 v/s ARM -- A Performance Study of Probabilistic Possibilistic Fuzzy C-Means Clustering Algorithm -- Optimized Random Forest Algorithm with Parameter Tuning for Predicting Heart Disease -- Machine Learning Based Techniques for Detection of Renal Calculi in Ultrasound Images -- Unsupervised Change Detection in Remote Sensing Images Using CNN Based Transfer Learning -- Biological Sequence Embedding based Classification for MERS and SARS -- Supply Path Optimization in Video Advertising Landscape -- Stack-based CNN Approach to Covid-19 Detection -- Performance Analysis of Various Classifiers for Social Intimidating Activities Detection -- Technique for Enhancing the efficiency and security of lightweight IoT devices -- Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification using Spectrogram -- Performance Analysis of Machine Learning Techniques in Device Free Localization in Indoor Environment -- D-Leach: An Energy Optimized Deterministic Sub-clustering and Multi-hop Routing Protocol for Wireless Sensor Networks -- Robust Image Watermarking Using Support Vector Machine and Multi-Objective Particle Swarm Optimization -- Generalized Intuitionistic Fuzzy Entropy on IFMARCOS Technique and its Application in Multi-Criteria Decision Making -- Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics -- Rainfall Prediction using Logistic Regression and Support Vector Regression Algorithms -- Collaborative Recommender System (CRS) using optimized SGD - ALS -- Violence Detection from CCTV Footage using Optical Flow and Deep Learning in inconsistent weather and lighting conditions -- Speech based Multiple Emotion Classification model using Deep Learning -- A Legal-Relationship Establishment in Smart Contracts: Ontological Semantics for Programming-Language Development -- Aspect Based Sentiment Analysis - An Incremental Model Learning Approach Using LSTM-RNN -- Cloud based Exon Prediction using Maximum Error Normalized Logarithmic Algorithms -- Unsupervised Learning of Visual Representations via Rotation and Future Frame Prediction for Video Retrieval -- Application of Deep Learning in Classification of Encrypted Images -- Ear Recognition Using Pretrained Convolutional Neural Networks -- An Adaptive Service Placement Framework in Fog Computing Environment -- Efficient Ink Mismatch Detection Using Supervised Approach....”
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Table of Contents: “...General Data Protection Regulation -- EU-US Safe Harbor -- US Privacy Act of 1974 -- International Cooperation -- Import/Export Restrictions -- Trans-border Data Flow -- Important Laws and Regulations -- US Computer Fraud and Abuse Act -- HIPAA -- United States Breach Notification Laws -- Ethics -- The (ISC)2 Code of Ethics -- The (ISC)2 Code of Ethics Canons in Detail -- Computer Ethics Institute -- IABs Ethics and the Internet -- Information Security Governance -- Security Policy and Related Documents -- Policy -- Components of Program Policy -- Policy Types -- Procedures -- Standards -- Guidelines -- Baselines -- Personnel Security -- Candidate Screening and Hiring -- Onboarding -- Employee Termination -- Security Awareness and Training -- Gamification -- Security Champions -- Access Control Defensive Categories and Types -- Preventive -- Detective -- Corrective -- Recovery -- Deterrent -- Compensating -- Comparing Access Controls -- Risk Analysis -- Assets -- Threats and Vulnerabilities -- Risk=Threat x Vulnerability -- Impact -- Risk Analysis Matrix -- Calculating Annualized Loss Expectancy -- Asset Value -- Exposure Factor -- Single Loss Expectancy -- Annual Rate of Occurrence -- Annualized Loss Expectancy -- Total Cost of Ownership -- Return on Investment -- Budget and Metrics -- Risk Response -- Accept the Risk -- Risk Acceptance Criteria -- Mitigate the Risk -- Transfer the Risk -- Risk Avoidance -- Quantitative and Qualitative Risk Analysis -- The Risk Management Process -- Risk Maturity Modeling -- Security and Third Parties -- Service Provider Contractual Security -- Minimum Security Requirements -- Service Level Agreements and Service Level Requirements -- Attestation -- Right to Penetration Test/Right to Audit -- Supply Chain Risk Management -- Risks Associated With Hardware, Software, and Services -- Vendor Governance -- Acquisitions....”
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Table of Contents: “...-- Engineering design -- Project life cycle -- Process plant design -- Process plant design versus process design -- Variation and selection -- Variation/creativity -- Selection/analysis -- Academic versus professional practice -- Process plants versus castles in the air -- What we design and what we do not -- Standards and specifications -- Design manuals -- Rules of thumb -- Approximations -- Engineering judgment space -- Professional judgment -- State of the art and good engineering practice -- The use and abuse of computers -- Further reading -- 2 Stages of process plant design -- General -- Academic approaches -- "Conceptual design of chemical processes" -- Modeling as "conceptual design" -- Professional approaches -- Conceptual design -- Front-End Engineering Design/basic design -- Detailed design or "Design for Construction" -- Site redesign -- Posthandover redesign -- Fast-tracking -- Unstaged design -- Conceptual/Front-End Engineering Design fast-tracking -- Front-End Engineering Design/detailed design fast-tracking -- Design/procurement fast-tracking -- The fast-track to bad design -- Product engineering -- Further reading -- 3 Process plant design deliverables -- Overview -- Design basis and philosophies -- Specification -- Process flow diagram -- Piping and instrumentation diagram -- Functional design specification -- Plot plan/general arrangement/layout drawing -- Program -- Cost estimate -- Academic approach -- Professional budget pricing -- Professional firm pricing -- Equipment list/schedule -- Datasheets -- Safety documentation -- Hazard and Operability study....”
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Table of Contents: “...Preface xiii Chapter 1: Introduction to Cloud Computing 1 History 1 Defining Cloud Computing 2 Elasticity 2 Multitenancy 3 Economics 3 Abstraction 3 Cloud Computing Services Layers 4 Infrastructure as a Service 5 Platform as a Service 5 Software as a Service 6 Roles in Cloud Computing 6 Consumer 6 Provider 6 Integrator 7 Cloud Computing Deployment Models 8 Private 8 Community 8 Public 9 Hybrid 9 Challenges 9 Availability 10 Data Residency 10 Multitenancy 11 Performance 11 Data Evacuation 12 Supervisory Access 12 In Summary 13 Chapter 2: Cloud-Based IT Audit Process 15 The Audit Process 16 Control Frameworks for the Cloud 18 ENISA Cloud Risk Assessment 20 FedRAMP 20 Entities Using COBIT 21 CSA Guidance 21 CloudAudit/A6 -- The Automated Audit, Assertion, Assessment, and Assurance API 22 Recommended Controls 22 Risk Management and Risk Assessment 26 Risk Management 27 Risk Assessment 27 Legal 28 In Summary 29 Chapter 3: Cloud-Based IT Governance 33 Governance in the Cloud 36 Understanding the Cloud 36 Security Issues in the Cloud 37 Abuse and Nefarious Use of Cloud Computing 38 Insecure Application Programming Interfaces 39 Malicious Insiders 39 Shared Technology Vulnerabilities 39 Data Loss/Leakage 40 Account, Service, and Traffic Hijacking 40 Unknown Risk Profile 40 Other Security Issues in the Cloud 41 Governance 41 IT Governance in the Cloud 44 Managing Service Agreements 44 Implementing and Maintaining Governance for Cloud Computing 46 Implementing Governance as a New Concept 46 Preliminary Tasks 46 Adopt a Governance Implementation Methodology 48 Extending IT Governance to the Cloud 49 In Summary 52 Chapter 4: System and Infrastructure Lifecycle Management for the Cloud 57 Every Decision Involves Making a Tradeoff 57 Example: Business Continuity/Disaster Recovery 59 What about Policy and Process Collisions? ...”
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