| Description |
1 online resource (xxi, 657 pages) |
| Series |
Advances in Intelligent Systems and Computing ; volume 1188 |
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Advances in intelligent systems and computing ; 1188.
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| Contents |
Part I. Artificial Intelligence and Data Science -- Optimization of a Similarity Performance on Bounded Content of Motion Histogram by Using Distributed Model -- Automatic Detection of Diabetic Retinopathy Using Custom CNN and Grad-CAM -- A Zero-Knowledge Identification Scheme Based on the Discrete Logarithm Problem and Elliptic Curves -- SMOTE-ENN-Based Data Sampling and Improved Dynamic Ensemble Selection for Imbalanced Medical Data Classification -- Evaluation of Several Artificial Intelligence and Machine Learning Algorithms for Image Classification on Small Datasets -- Yemeni Paper Currency Recognition System Using Deep Learning Approach -- Tuning Hyper-Parameters of Machine Learning Methods for Improving the Detection of Hate Speech -- Performance Comparison of Machine Learning Techniques in Identifying Dementia from Open Access Clinical Datasets -- Part II. Big Data Analytics -- Clustering Analysis to Improve Web Search Ranking Using PCA and RMSE -- A Parallel Global TFIDF Feature Selection Using Hadoop for Big Data Text Classification -- Robust and Accurate Method for Textual Information Extraction Over Video Frames -- A Deep Learning Architecture for Profile Enrichment and Content Recommendation -- Predictive Data Analysis Model for Employee Satisfaction Using ML Algorithms -- A Novel Approach for Big Data Monetization as a Service -- Ensemble Feature Selection Method Based on Bio-inspired Algorithms for Multi-objective Classification Problem -- Automated Binary Classification of Diabetic Retinopathy by Convolutional Neural Networks -- Feature Selection and Classification Using CatBoost Method for Improving the Performance of Predicting Parkinson's Disease -- Lean 4.0, Six Sigma-Big Data Toward Future Industrial Opportunities and Challenges: A Literature Review -- Fog Computing in the Age of Big Healthcare Data: Powering the Medical Internet of Things -- Prediction of Diabetes Using Hidden Naïve Bayes: Comparative Study -- Toward Data Warehouse Modeling in the Context of Big Data -- Part III. Internet of Things (IoT) and Smart Cities -- Internet of Things Industry 4.0 Ecosystem Based on Zigbee Protocol -- IOT Search Engines: Study of Data Collection Methods -- Internet of Things Industry 4.0 Ecosystem Based on Zigbee Protocol -- IOT Search Engines: Study of Data Collection Methods -- An Agent-Based Architecture Using Deep Reinforcement Learning for the Intelligent Internet of Things Applications -- Toward a Monitoring System Based on IoT Devices for Smart Buildings -- 10 Gbps MMW UFMC-Based Backhaul with FiWi Access Network -- Toward a Real-Time Picking Errors Prevention System Based on RFID Technology -- UAV Modular Control Architecture -- Trust in IoT Systems: A Vision on the Current Issues, Challenges, and Recommended Solutions -- Review on Common IoT Communication Technologies for Both Long-Range Network (LPWAN) and Short-Range Network -- Part IV. Information Security -- An Overview of Blockchain Consensus Algorithms: Comparison, Challenges and Future Directions -- Critical Information Infrastructure Protection Requirement for the Malaysian Public Sector -- Experimental Evaluation of the Obfuscation Techniques Against Reverse Engineering -- PassGAN for Honeywords: Evaluating the Defender and the Attacker Strategies -- Measuring the Influence of Methods to Raise the E-Awareness of Cybersecurity for Medina Region Employees -- An Improvement of the Cryptographical Implementation of Coppersmith's Method -- A Conceptual Model for Dynamic Access Control in Hadoop Ecosystem -- Towards a Blockchain and Smart Contracts-Based Privacy Framework for Decentralized Data Processing -- Part V. Cloud Computing and Networking -- VOIP in MANETs Based on the Routing Protocols OLSR and TORA -- A Survey on Network on Chip Routing Algorithms Criteria -- Modeling and Developing a Geomatics Solution for the Management of Sanitation Networks in Urban Areas: A Case Study of El Fida District of Greater Casablanca -- Networked Expertise Based on Multi-agent Systems and Ontology Design -- Overview of Mobility Management in Autonomous and Centralized Wi-Fi Architecture -- Wireless Technologies and Applications for Industrial Internet of Things: A Review -- Visual Vehicle Tracking via Deep Learning and Particle Filter -- SDNStat-Sec: A Statistical Defense Mechanism Against DDoS Attacks in SDN-Based VANET -- Smart Expiry Food Tracking System -- Toward a Real-Time Personal Protective Equipment Compliance Control System Based on RFID Technology -- Outer Weighted Graph Coloring Strategy to Mitigate the Problem of Pilot Contamination in Massive MIMO Systems -- A Comprehensive Study of Dissemination and Data Retrieval in Secure VANET-Cloud Environment -- Toward to Autonomous Broker for Virtual Network Provisioning and Monitoring -- Comparative Study on Random Traveling Wave Pulse-Coupled Oscillator Algorithm of Energy-Efficient Wireless Sensor Networks -- Part VI. Computational Informatics -- Impact of Inspirational Motivation on Organizational Innovation (Administrative Innovation, Process Innovation, and Product Innovation) -- Managing the Smart Grid in Free Market -- An Haptic Display for Visually Impaired Pedestrian Navigation -- GPU Parallelization for Accelerating 3D Primitive Equations of Ocean Modeling |
| Summary |
This book gathers high-quality papers presented at the First International Conference of Advanced Computing and Informatics (ICACIn 2020), held in Casablanca, Morocco, on April 12-13, 2020. It covers a range of topics, including artificial intelligence technologies and applications, big data analytics, smart computing, smart cities, Internet of things (IoT), data communication, cloud computing, machine learning algorithms, data stream management and analytics, deep learning, data mining applications, information retrieval, cloud computing platforms, parallel processing, natural language processing, predictive analytics, knowledge management approaches, information security, security in IoT, big data and cloud computing, high-performance computing and computational informatics |
| Notes |
Online resource; title from digital title page (viewed on January 04, 2021) |
| Subject |
Computer science -- Congresses
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Soft computing -- Congresses
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Artificial intelligence -- Congresses
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Artificial intelligence
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Computer science
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Soft computing
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Saeed, Faisal, editor
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Al-Hadhrami, Tawfik, editor
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Mohammed, Errais, editor
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Mohammed, Fathey, editor
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| ISBN |
9789811560484 |
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981156048X |
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