2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) Program
Final Program- with Presenter's Biodata (PDF)
Sessions are shown in your preferred time zone: Asia/Bahrain.
Sunday, November 20
Sunday, November 20 9:00 - 9:05 (Asia/Bahrain)
OC-1: Opening Ceremony
Sunday, November 20 9:05 - 9:10 (Asia/Bahrain)
OC-2: Quran Recitation By
Sunday, November 20 9:10 - 9:20 (Asia/Bahrain)
OC-3: Talk by H.E. President of the University of Bahrain
Sunday, November 20 9:20 - 9:30 (Asia/Bahrain)
OC-4: Presentation for accepted paper statics by Dean of IT College
Sunday, November 20 9:30 - 10:15 (Asia/Bahrain)
KS-1: Keynote-1: Talk by Prof. Ayman El-Baz, University of Louisville, USA
Sunday, November 20 10:15 - 10:30 (Asia/Bahrain)
B-1: Break 1
Sunday, November 20 10:30 - 12:10 (Asia/Bahrain)
S1-A: Machine Learning for Big Data Analytics
Chairs: Luisella Balbis, Ramzi A. Haraty
- 10:30 Scheduling Household Appliances using Genetic Algorithms
- 10:50 Machine Learning and Big Data Based IDS System: Extensive Survey
- 11:10 Damage Assessment and Recovery in Fog-based Computing Systems
- 11:30 An Effective Galaxy Classification Using Fractal Analysis and Neural Network
- 11:50 Investigation of Credit Card Fraud Detection under the Lens of Comparative Machine Learning Models
S1-B: Convolutional Neural Network
Chair: Faisal Alkhateeb
- 10:30 Real-time Arabic Sign Language Recognition using CNN and OpenCV
- 10:50 Short-Term Aggregated Residential Load Forecasting Using BiLSTM and CNN-BiLSTM
- 11:10 Reliability of Saliency Methods Used in Graph Neural Network Models
- 11:30 The Effects of Fully Connected Layers Adjustment for Lightweight Convolutional Neural Networks
S1-C: Smart Cities
Chairs: Isa Salman Qamber, Amal Alrayes
- 10:30 An Estimation of the Multidimensional Energy Poverty Index in Pakistan
- 10:50 Future Energy Consumption Estimation for the Kingdom of Bahrain
- 11:10 New intelligent system for proactive bearing fault detection in elcetric induction machines
- 11:30 Design of Urban Bus Alarm System (UBAS)
- 11:50 Application of Industrialised Building System in the Field of Construction toward Sustainability: Future Routes and a Theoretical Mapping
S1-D: Telecommunication and Networking-1
Chair: Faisal Buzaid
- 10:30 Planar Ultra-Wideband Antenna with Added GSM Frequency Bands
- 10:50 Trust-Aware Security system for Dynamic Southbound Communication in Software Defined Network
- 11:10 Polymer Optic Fibers: Potential of Development and Application in Networks
- 11:30 Multiband Millimeter Wave Phased Array Antenna Design for 5G Communication
- 11:50 UAV-Assisted Wireless Communication System with Reconfigurable Intelligent Surfaces: Outage Probability Approach
S1-E: Informatics-1
Chair: Ali H Zolait
- 10:30 Evaluating customer usage and satisfaction in Bahrain towards AI-enabled e-commerce websites
- 10:50 Voice Command AI Assistant for Public Safety
- 11:10 The Moderating Effects of Managerial Competencies and Organization Capabilities on ERP Implementation by Service Sector Enterprises in Saudi Arabia
- 11:30 Non-Immersive Virtual Reality Umrah Simulation: A Functionality Test
- 11:50 Digital Skills of Public Sector Employees for Digital Transformation
S1-F: Artificial Intelligence-1
Chair: Hadeel Alobaidy
- 10:30 Future Glycemic Events Prediction Model Based On Artificial Neural Network
- 10:50 Mechanism of Network Traffic Detection using Count vectorizer
- 11:10 Prediction of Defective Products Using Logistic Regression Algorithm against Linear Regression Algorithm for Better Accuracy
- 11:30 A Supervised Learning Classifier for Replayed Voice Attack Detection
- 11:50 Evaluating the Stressful Commutes Using Physiological Signals and Machine Learning Techniques
Sunday, November 20 12:10 - 13:00 (Asia/Bahrain)
LB: Lunch Break Day-1
Sunday, November 20 13:00 - 14:40 (Asia/Bahrain)
S2-A: Machine Learning in Finance
Chair: Ahmed M. Zeki
S2-B: Information Technology-1
Chair: Amal Abu Hassan
S2-C: Cyber Security-1
Chair: Muhammad Waqas
- 13:00 Reconfigurable Cyber-Security Architecture for Small Satellite with Low Complexity and Power
- 13:20 Privacy and Security Issues in Blockchain based IoT Systems: Challenges and Opportunities
- 13:40 A Cybersecurity Architecture to Mitigate Shamoon Attacks
- 14:00 Cybersecurity Threats and Solutions of IoT Network Layer
- 14:20 Anomaly-based detection Technique using Deep Learning for Internet of Things
S2-D: Software Engineering
Chair: Fawzi Abdulaziz Albalooshi
S2-E: Informatics -2
Chairs: Mazen Ali, Abdul Fattah Salman
- 13:00 Proposed a model to evaluate mGovernment service quality from the perspective of Perceived Ease of Use (PEU)
- 13:20 Automating Arabic Tags Creation for Annotating Web Contents
- 13:40 Ease of access to healthcare services: Developing a telehealth application prototype
- 14:00 Empirical Study for Improving Project Allocation on Freelancing Platform
S2-F: Deep Learning-1
Chairs: Hesham Alammal, Nabil Benamar
- 13:00 How TinyML Can be Leveraged to Solve Environmental Problems: A Survey
- 13:20 Review on Reinforcement Learning in CartPole Game
- 13:40 Graph Deep Clustering using Cluster Graph Conventional Network
- 14:00 Dimension Reduction Techniques for Image Classification
- 14:20 Effective Machine Learning Based Techniques for Predicting Depression
Monday, November 21
Monday, November 21 10:30 - 12:10 (Asia/Bahrain)
S3-A: Internet of Things
Chair: Jafla Al-Ammari
- 10:30 Efficiency optimization of vehicle routing problem with considering IoT - a case study in Slovakia
- 10:50 An IoT-based Condition-Boosting Solution for the Oil Upstream Industry
- 11:10 Real-time implementation and evaluation of the LEACH protocol by PROWLER Simulator
- 11:30 IoT Based Parking System: Prospects, Challenges, and Beyond
- 11:50 Low-Cost, Low-Power, and Low-Compute Based ECG Monitoring Systems: Comparative Analysis and Beyond
S3-B: Artificial Intelligence-2
Chair: Abdulla Alqaddoumi
- 10:30 Lung Cancer Classification and Model Interpretation with Novel Gene Biomarkers using Explainable Artificial Intelligence
- 10:50 Experimental Evaluation of Boosting Algorithms for Fuel Flame Extinguishment with Acoustic Wave
- 11:10 Two-Dimensional Uncertainty Analysis for Cp and Cpk Process Capability Indices
- 11:30 Efficient Solution to Develop an Exercising Algorithm using Model-Centric and Data-Centric Artificially Intelligent Approaches
- 11:50 Perceptive Classification for Crystal Structure of ABO3 perovskite-type Oxides Using Machine Learning
S3-C: Deep Learning-2
Chair: Riyadh Ksantini
- 10:30 Detection of Sesame Disease Using a Stepwise Deep Learning Approach
- 10:50 Railway Condition Monitoring and Fault Detection Based on YOLOv4
- 11:10 COVID-19 mRNA Vaccine Degradation Prediction By Using Deep Learning Algorithms
- 11:30 Exploiting Deep Learning-Based LSTM Classification for Improving Hand Gesture Recognition to Enhance Visitors' Museum Experiences
- 11:50 A Novel Deep Learning-based Framework for Blackhole Attack Detection in Unsecured RPL Networks
S3-D: Telecommunication and Networking-2
Chairs: Reham Almesaeed, Aysha Ebrahim
- 10:30 Evaluating the Seriousness of Flooding-based DoS Attack
- 10:50 Comparison Between High Throughput and Efficiency of 802.11 Wireless Standards
- 11:10 Planar Absorbing FSS Unit Cells for Radar Cross-Section Reduction
- 11:30 Energy Efficient Channel Coding for Terahertz communications in 6G Networks
- 11:50 DQN-based Reinforcement Learning for Vehicle Control of Autonomous Vehicles Interacting With Pedestrians
S3-E: Robotics, Computer Vision, and HCI
Chair: Fatema Albalooshi
- 10:30 Enhancement Techniques for Improving Facial Recognition Performance in Convolutional Neural Networks
- 10:50 Design and Development of Light Weight and Low-Cost Quadruped Robot for Spying and Surveillance
- 11:10 Non-Linear Filters with Edge Preservation to Aid Glioblastoma Detection in CT and MRI Brain Images
- 11:30 Development of Efficient Ensemble Model based on Stacking Learning for Automated Sleep Staging
- 11:50 Investigating HCI of the LMS Blackboard Ultra using WAMMI during COVID-19: Usability and Design Interactivity
S3-F: Cyber security-2
Chair: Abdulla Alasaadi
- 10:30 Eagle-Eye: Open-Source Intelligence Tool for IoT Devices Detection
- 10:50 New perspectives for cyber security in software development: when End-User Development meets Artificial Intelligence
- 11:10 An Efficient Approach to Reduce the Encryption and Decryption time Based on the Concept of Unique Values
- 11:30 Mobility-Aware RPL Network Assessment under a Blackhole Attack
- 11:50 Prediction of Cyber-attacks and Criminality Using Machine Learning Algorithms
Monday, November 21 12:10 - 13:00 (Asia/Bahrain)
LB: Lunch Break Day-2
Monday, November 21 13:00 - 13:30 (AsiaBahrain)
KS-2: Keynote Speaker-2: Artificial Intelligence Innovations for Better Medical and Healthcare Solutions: Supporting the medical professionals and improving the patient outcomes
Monday, November 21 13:30 - 15:10 (Asia/Bahrain)
S4-A: Information Technology-2
Chairs: Taher Homeed, Amjad W Hawash
- 13:30 Digital Data Extraction for Vehicles Forensic Investigation
- 13:50 Design of a Prototype Local Smart Weather Station Based on Wi-Fi
- 14:10 A Fuzzy Decision-Making Methodology for Assessment of Solar Energy Plant Location Selection Criteria
- 14:30 A Model Proposal for Smart Campus Investment Prioritization by Using Data Envelopment Analysis
- 14:50 AI-powered Collaborative Geo-tagging and Visualization of Touristic and Social Activities on Smartphones
S4-B: Deep Learning and Image Processing
Chairs: Nabil Hewahi, Alauddin Yousif Al-Omary
- 13:30 Light-Weight Food Image Classification For Egyptian Cuisine
- 13:50 Systematic Mapping Study on Different Approaches for Detecting the Femoral Fracture Types using X-ray Images
- 14:10 Detection of Lettuce Plant Conditions Based on Images using Backpropagation Method
- 14:30 Light-Weight Face Mask Detector
- 14:50 Traffic light Detection using OpenCV and YOLO
S4-C: Blockchain & Cyber Security-3
Chair: Sarah Al-Shareeda
- 13:30 Design and Implementation of New Collision Resistant Fast Hash Function Family for IoT Healthcare Blockchain Ledger
- 13:50 Blockchain and NFT: a novel approach to support BIM and Architectural Design
- 14:10 Analysis of Real-Time Applications of Blockchain
- 14:30 User Awareness of Wearable IoT Devices Privacy Issues
- 14:50 How Personality Traits Impacts on Cyber Security Behaviors of SMEs Employees
S4-D: Deep Learning-3
Chair: Amal Shaheen
- 13:30 Arabic Speech Recognition Using Deep Learning and Common Voice Dataset
- 13:50 Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
- 14:10 Cancer Diagnosis based on Artificial Intelligence, Machine Learning, and Deep Learning
- 14:30 Visual Inference through YOLO v4 integrated Perspective Localization of Obstacles and Path Mapping in AGV
- 14:50 An Intelligent Handwritten Digits and Characters Recognition System
S4-E: Cloud Computing
Chairs: Jalal Khlaifat, Bidah Alkhaldi
- 13:30 HBalancer: A machine learning based load balancer in real time CPU-GPU heterogeneous systems
- 13:50 Kubernetes Performance Analysis on Different Architectures
- 14:10 Comparative Analysis of Ant Colony Optimization and Particle Swarm Optimization for Test Case Prioritization
- 14:30 Implementation of Blockchain Technologies to Avoid Fraud in Supply Chain
- 14:50 Challenges and future directions for security and privacy in vehicular fog computing
S4-F: The Role of Modern Technologies in Combating COVID-19
Chairs: Ehab Juma Adwan, Ali Hasan
- 13:30 Developing Modern Agent Technologies in Combating Covid-19 Exposure: An Application in a Healthcare Facility
- 13:50 Classification of Respiratory Diseases and COVID-19 from Respiratory and Cough Sounds
- 14:10 Convolutional Neural Network based COVID-19 Recognition from X-Ray Image
- 14:30 Challenges of Machine Learning for Covid-19 Diagnosis based on Blood Tests
- 14:50 Students' Satisfaction with Online Learning Environments - Post COVID-19