Advances on smart and soft computing : proceedings of ICACIn 2020

Advances on smart and soft computing : proceedings of ICACIn 2020 / Faisal Saeed, Tawfik Al-Hadhrami, Fathey Mohammed, Errais Mohammed, editors.

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 analyti...

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Bibliographic Details
Corporate Author: International Conference of Advanced Computing and Informatics Hassan II University, Morocco
Other Authors: Saeed, Faisal (Editor), Al-Hadhrami, Tawfik (Editor), Mohammed, Errais (Editor), Mohammed, Fathey (Editor)
Format: eBook
Language:English
Published: Singapore : Springer, [2021]
Series:Advances in intelligent systems and computing ; 1188.
Subjects:
Computer science > Congresses.
Soft computing > Congresses.
Artificial intelligence > Congresses.
Artificial intelligence
Computer science
Soft computing
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Online Access:Click for online access
Table of 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.

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