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5th AMLTA 2021: Cairo, Egypt
- Aboul Ella Hassanien, Kuo-Chi Chang, Mincong Tang:
Advanced Machine Learning Technologies and Applications - Proceedings of AMLTA 2021, Cairo, Egypt, March 22-24, 2021. Advances in Intelligent Systems and Computing 1339, Springer 2021, ISBN 978-3-030-69716-7
Artificial Intelligence Against COVID-19
- Bader A. Alyoubi, Alaa A. Qaffas
, Abed S. Alsahli, Ibrahim Alhassan
Living with COVID-19: A Data Mining Approach for Social Media Learning. 3-11 - Ahmed El-Baz, Walaa Saber, Rawya Y. Rizk:
LWCOV: LightWeight Deep Convolutional Neural Network for COVID-19 Detection. 12-22 - Aly Mostafa
COVID-19 Patient Chest X-Rays: Automatic Detection Using Deep Learning. 23-32 - Sahar Selim
Detection of COVID-19 from Chest X-Ray Images Using Deep Neural Network with Fine-Tuning Approach. 33-42 - Rania ElGohary, Ahmed Hisham, Mohamed Salama, Yousef A. Yousef Selim, M. S. Abdelwahab:
A Deep Learning Solution Framework for Awareness, Diagnosing and Predicting COVID-19. 43-53 - Rabab Hamed M. Aly
COVID-19 Outbreak Learning Prediction Based on Swarm Intelligence Model "Chaotic Fruit Fly Algorithm Followed by Activation Function". 54-63 - Mahmoud Y. Shams
Impact of COVID-19 Pandemic on Diet Prediction and Patient Health Based on Support Vector Machine. 64-76 - Abdulsadek Hassan, Ismail Noori Mseer, Ali Ahmed Mahdi Omran, Abdalmuttaleb M. A. Musleh Al-Sartawi, Adel Mohammed Yaslam Sarea:
WhatsApp as a Source of E-Learning During Corona Virus Pandemic. 77-91
Deep Learning Technology and Applications
- Ahlam Wahdan
Text Classification of Arabic Text: Deep Learning in ANLP. 95-103 - Hani D. Hejazi
Arabic Text Generation: Deep Learning for Poetry Synthesis. 104-116 - Sara Mohammed Farag, Samah Refat, Mohammed E. El-Telbany:
Deep Learning Classification Methods for Brain-Computer Interface: An Overview. 117-124 - Kuo-Chi Chang, Abdalaziz Altayeb Ibrahim Omer, Kai-Chun Chu, Fu-Hsiang Chang, Hsiao-Chuan Wang, Yuh-Chung Lin, Trong-The Nguyen, Tien-Wen Sung:
Solar PV Power Forecasting Approach Based on Hybrid Deep Neural Network. 125-133 - Ruiqi Shi, Chang Liu, Jiang Tao, Guoqiang Li, Kai Xiao, Zhangqian Xie, Jian Wang, Bahram Gharabaghi:
Panoramic Radiographic X-Ray Image Tooth Root Segmentation Based on LeNet-5 Networks. 134-144 - Ghada Hamed Aly, Mohammed Abd El-Rahman Marey, Safaa El-Sayed Amin, Mohamed Fahmy Tolba:
YOLO V3 and YOLO V4 for Masses Detection in Mammograms with ResNet and Inception for Masses Classification. 145-153 - Wadha S. N. Alhamdan, Jacob M. Howe:
Classification of Date Fruits in a Controlled Environment Using Convolutional Neural Networks. 154-163 - Mona A. Azim
Spoken Arabic Digits Recognition System Using Convolutional Neural Network. 164-172
Machine Learning and Applications
- Ahmed A. Mawgoud
A Holistic Neural Networks Classification for Wangiri Fraud Detection in Telecommunications Regulatory Authorities. 175-183 - Mohamed Ali Hassan, Saleh Mesbah, Saad M. Darwish
An Enhanced Image Fusion Model Based on Fuzzy Transform for 3D Imaging Applications. 184-194 - Omar Reyad
Genetic K-Means Adaption Algorithm for Clustering Stakeholders in System Requirements. 195-204 - Yuh-Chung Lin, Fu-Hsiang Chang, Kai-Chun Chu, Kuo-Chi Chang, Tsui-Lien Hsu, Hsiao-Chuan Wang, Trong-The Nguyen, Tien-Wen Sung:
Study of Iterative Learning Control Algorithm in Tourism Management IoT Platform Application. 205-213 - Hanan Elhilbawi, Seif Eldawlatly, Hani Mahdi
The Importance of Discretization Methods in Machine Learning Applications: A Case Study of Predicting ICU Mortality. 214-224 - Lamiaa Mostafa
Job Candidate Rank Approach Using Machine Learning Techniques. 225-233
Internet of Things Healthcare Systems
- R. R. Darwish:
A Proactive Decision-Driven Architecture for Information-Aware Internet-of-Things Applications. 237-248 - Ahmed A. Ismail, Saad M. Darwish
An Enhanced Object Tracking Algorithm Based on Augmented Reality Markup Language (ARML) for Medical Engineering. 249-259 - Asma Y. Zainal
Business Excellence in Enhancing Global Competitive Advantage in Healthcare Sector of UAE. 260-274 - Hossam Selim, Saad M. Darwish
On the Viability of Entropy for Improving Fault Tolerance and Load Balancing in Grid Computing. 275-285 - Farag M. Afify, Kamel Hussein Rahouma:
Applying Machine Learning for Securing Data Storage Using Random DNA Sequences and Pseudo-Random Sequence Generators. 286-298
Classifications, Clustering and Predictions
- Ahmed A. Khamees
Classifying Audio Music Genres Using a Multilayer Sequential Model. 301-314 - Ahmed A. Khamees
Classifying Audio Music Genres Using CNN and RNN. 315-323 - Said A. Salloum
Predicting the Intention to Use Social Media Sites: A Hybrid SEM - Machine Learning Approach. 324-334 - Tianjie Wang, Fumin Zou, Yifan Li, Kuo-Chi Chang:
Starting Behavior Analysis of Pure Electric Bus Based on K-means Clustering. 335-344 - Jian Li, Weimin Zheng, Kuo-Chi Chang, Shuai Wang, Yi Luo:
Critical Features Selection of Training Model for Intrusion Detection System. 345-354 - Ahmed M. Hassan, Saad M. Darwish
Dynamic Distributed Clustering Approach Directed to Patient-Centric Healthcare System. 355-365
Semantic and Arabic Text/Speech Analysis
- Haitham Samih, Sherine Rady, Manal A. Ismail
Semantic Graph Representation and Evaluation for Generated Image Annotations. 369-384 - Walid Gomaa:
Analysis of Arabic Songs: Abdel ElHalim as a Case Study. 385-393 - Haiyan Yang, Yunjie Xiang, Rong Hu, Xian Hu:
Semantic Word Segmenting Technique Based on Artificial Bee Colony Algorithm. 394-406 - Ashraf Elnagar
Sentiment Analysis in Dialectal Arabic: A Systematic Review. 407-417 - Yasmin Khalifa, Ashraf Elnagar
Sentiment Analysis of Colloquial Arabic Tweets with Emojis. 418-430 - Hozayfa El Rifai, Leen Al Qadi, Ashraf Elnagar
Arabic Multi-label Text Classification of News Articles. 431-444 - Ismail Noori Mseer:
About the Arabic Media Language: Interfere with Controversy and Dialogue. 445-455 - Walaa Al-Sarayrah
Improving the Deaf and Hard of Hearing Internet Accessibility: JSL, Text-into-Sign Language Translator for Arabic. 456-468 - Abeer A. Amer, Sarah S. Abulwafa, Mohamed M. El-Hadi:
A Proposed Framework for Building Semantic Search Engine with Map-Reduce. 469-477 - Ahmed Gamal, Hatem M. Abdelkader, Amira Abdelwahab:
Event Detection Based on Semantic Terms from Social Data Stream. 478-487
Advanced Smart Technologies
- Rongsheng Zhang
Study of Smart Lifting 3D Garage Design Based on the Low-Cost PLC Control System. 491-498 - Weihao Xiao, Kuo-Chi Chang, Kai-Chun Chu, Fu-Hsiang Chang, Hsiao-Chuan Wang, Tsui-Lien Hsu, Yuh-Chung Lin, Tien-Wen Sung, Trong-The Nguyen:
Low-Cost Based on Smart Trash Can Bag Changing System. 499-506 - Asma Y. Zainal
Understanding Institutional Open Innovation Capabilities Through Advanced Technologies, Culture and Structure. 507-513 - Kai-Chun Chu, Kuo-Chi Chang, Fu-Hsiang Chang, Hsiao-Chuan Wang, Yuh-Chung Lin, Tsui-Lien Hsu, Trong-The Nguyen, Tien-Wen Sung:
Study of the Degree of Automation of High-Tech Smart Factory: Taiwan 12" Semiconductor Factory Case Study. 514-524 - Sendeyah Hantoobi
Smart Vision of School Classroom. 525-537 - Yuntao Xu, Tien-Wen Sung
A Grid-Based DAP Placement Approach for Smart Grids. 538-547 - Sawsan Al-Skaf
The Acceptance of Social Media Sites: An Empirical Study Using PLS-SEM and ML Approaches. 548-558 - Fayza A. Nada:
Service Time Analysis of Go-Back-N ARQ Protocol. 559-569 - Ala'a Yahya Ahmad
The Four Streams of Decision Making Approaches: Brief Summary and Discussion. 570-580 - Barween Al Kurdi
The Effects of Subjective Norm on the Intention to Use Social Media Networks: An Exploratory Study Using PLS-SEM and Machine Learning Approach. 581-592 - Ahmed E. Abdel Raouf, Alshaimaa Abo-Alian, Nagwa L. Badr:
Towards Improvements on Multi-tenant RDBMS Migration in the Cloud Environment. 593-601 - Fatma M. Najib, Rasha M. Ismail
An Efficient Approach for Query Processing of Incomplete High Dimensional Data Streams. 602-612 - Marwa Khairy, Tarek M. Mahmoud
User Awareness of Privacy, Reporting System and Cyberbullying on Facebook. 613-625 - Amira Tarek, Belal Mohammed, Rameez Barakat, Yomna Eid, Shaymaa El-Kaliouby, Nashwa Abdelbaki
Software-Defined Networks Towards Big Data: A Survey. 626-636 - Alaa M. Abdulsalam, Ahmad A. Aziz El-Banna, Nasser H. Almofari, Hala M. Abdel Kader:
System Performance of Outband D2D Gateway for Wireless Sensor Networks. 637-647
Unmanned Aerial Vehicles and Control Systems
- Ahmad Taher Azar, Fernando E. Serrano, Nashwa Ahmad Kamal, Anis Koubaa, Adel Ammar
Dynamic Integral PID Sliding Mode Attitude-Position Control of Unmanned Aerial Vehicles. 651-661 - Ahmad Taher Azar, Fernando E. Serrano, Nashwa Ahmad Kamal, Anis Koubaa, Adel Ammar
Robust Decentralized Asynchronous Control of Unmanned Aerial Vehicles Swarm with Fast Convergence Switching Topology. 662-673 - Ahmed M. Shawqran, Abdallah El-Marhomy, Mahmoud A. Attia:
Pitch Angle Adaptive PI Controller Based on Heuristics Optimization Algorithms. 674-687 - GuanWei Xu, Rongjin Zheng, Kuo-Chi Chang:
Design of Leakage Current Monitoring System for Low Voltage Power Grid Based on NB-IoT. 688-698 - Kuo-Chi Chang, Kai-Chun Chu, Fu-Hsiang Chang, Hsiao-Chuan Wang, Tsui-Lien Hsu, Yuh-Chung Lin, Tien-Wen Sung, Trong-The Nguyen:
Study of Multi-unit UAV in the Optimal Global Scheduling of High Voltage Tower Management Application. 699-707 - Shoaib Ahmad
Interleaved DC/DC Boost Converter for Hybrid Electric and Electrical Vehicles. 708-716 - Zakaria Saeed, Bahy Gabra, Mohamed Sallam
Modeling and Control of a Pantograph Mechanism Interacting with the Environment. 717-726 - Jing Huang, Zhe Lin, Zezhou Wang, Yanfeng Qi, Kuo-Chi Chang:
Research on the Welding System of Soft Pack Power Battery Tabs Based on Laser Sensor. 727-735 - Mohammed Aboelnasr, Nashwa Abdelbaki
A Comprehensive Survey on Vehicular Ad Hoc Networks (VANET). 736-749
Intelligent Systems and Applications
- Ghilan Al-Madhagy Taufiq-Hail
An Empirical Evaluation of the Credibility, Trust Perceptions, and Compatibility with Cloud-Based Services: The Case of Higher Education in Malaysia. 753-773 - Ahmed A. Mawgoud
A Distributed Artificial Intelligence Framework to Evolve Infrastructure Resilience in Telecommunications Sector. 774-784 - Sherief H. Murad, Kamel Hussein Rahouma:
Hybrid Cryptographic Approach to Safeguard Cloud Computing Services: A Survey. 785-793 - Norhan M. Saleh, Mohamed Tahoun, Abd El Rahman Shabayek
Salient Object Detection Using Spatially Weighted Multiple Contrast Cues. 794-802 - Abdelmageid A. Ali, Nahla F. Omran, Amal A. Alsayied:
EgyHealth System: A Mobile Healthcare System Application with Android and Cloud Computing. 803-815 - Zhijie Zhao, Xiaotong Yan, Xiaowei Han, Yang Liu, Yiqi Guo:
Research on the Impact of Product Attributes on Online Reputation of Goods Based on the EML. 816-825 - Hany S. E. Mansour
Techno-Economic Optimization of Power Distribution Networks Reconfiguration Using Sunflower Optimizer. 826-834 - Lackeshwar Bachan, Tarek Gaber:
Predicting Customer Churn in the Internet Service Provider Industry of Developing Nations: A Single, Explanatory Case Study of Trinidad and Tobago. 835-844 - Ibraheem Mubarak Alharbi, Adel A. Alyoubi, Majid Altuwairiqi, Mahmoud Abd Ellatif:
Analysis of Risks Assessment in Multi Software Projects Development Environment Using Classification Techniques. 845-854 - Huiqiong Deng, Qin-Bin Li, Rongjin Zheng, Peiqiang Li, Kuo-Chi Chang:
Research on Pre-view Method of Safety Level of Cascading Trip for Power Grid. 855-862 - Meijing Zhang:
A Novel Evidential Reasoning Approach for Multiple Attribute Decision Making Considering Reliability. 863-874 - Weimin Qian, Hongtu Lai, Quan Zhu, Kuo-Chi Chang:
Overview of Network Security Situation Awareness Based on Big Data. 875-883 - Yi Luo, Kuo-Chi Chang, Jian Li, Weimin Zheng:
Security Analysis of a Multi-server-Based e-Healthcare Scheme. 884-888 - Adel Mohammed Yaslam Sarea, Ghilan Al-Madhagy Taufiq-Hail
Evaluation of Compatibility of Cloud-based Applications, Credibility, and Trust Perceptions on the Adoption of Cloud Technology: A Review. 889-907
Optimizations and Evolutionary Algorithm
- Zhuo-Qiang Zhao, Yu-Wen Zhou, Kuo-Chi Chang:
Improved Parallel Bat Algorithm Based on a Communication Strategy. 911-918 - Xiani Yang, Jie Zhang:
Research on Task Scheduling Algorithm of Cloud Computing Based on Bilateral Selection. 919-928 - Cai Dai:
A Multi-objective Pigeon-Inspired Optimization Algorithm Based on Decomposition. 929-936 - Cai Dai:
An Improvement R2 Indicator for Many-Objective Optimization. 937-946 - Qing Lv, Xin Zhou, He Li:
Optimizing Ontology Alignments Through Evolutionary Algorithm with Adaptive Selection Strategy. 947-954 - Qing Lv, Chengcai Jiang, He Li:
An Interactive Multi-Objective Ontology Matching Technique. 955-964 - Chaofan Yang, Xingsi Xue, Cai Yue:
Matching Ontologies Through Evolutionary Algorithm with Context-Based Reasoning. 965-975 - Thi-Kien Dao, Kuo-Chi Chang, Kai-Chun Chu, Thi-Thanh-Tan Nguyen, Truong-Giang Ngo
A Solution for Cascade Hydropower Station Reservoirs Optimal Operation Based on Improved Bat Algorithm. 976-986 - Ran-Fan Chen, Kuo-Chi Chang, Kai-Chun Chu, Fu-Hsiang Chang, Hsiao-Chuan Wang, Tsui-Lien Hsu, Jia-Jing Liu:
Optimal Operation of Reservoir Power Generation Based on Improved Grey Wolf Algorithm. 987-996 - Quan Liang, Zicheng Zhang, Jinjing Hu, Kuo-Chi Chang:
Threshold Image Segmentation for Non-uniform Illumination Using Otsu Optimization Approach. 997-1004 - Ahmed A. Ismail, Saad M. Darwish
Context-Based Zero Database Watermarking Scheme Based on Evolutionary Mechanism. 1005-1015
Data Acquisition, Ontology, Software Engineering
- Changsheng Hu, Xin Zhu:
A Novel Particle Filtering Data Acquisition Algorithm Integrating Random Time-lag and Packet Loss Compensation. 1019-1027 - Xiaojing Wu, Xingsi Xue, Wenyu Hu:
Argumentation Based Ontology Alignment Extraction. 1028-1037 - Zhibin Huang, Dongdong Chen:
Resource-Constrained Project Scheduling of Cloud Platform Based on Column Generation Algorithm. 1038-1047 - Chih-Cheng Huang, Chih-Pin Freg, Hsi-Shan Huang:
Global Exponential Stabilization for a Class of Nonlinear Singular Systems with Sector Actuator. 1048-1055 - Shixian Lin, Yang Liu, Meizhen Chen, Haifeng Zhou:
FPGA Design and Implementation of a Self-Visual Acuity Test System. 1056-1063 - Haolin Wang, Yikun Huang, Xingsi Xue, Binnan Zhang, Kuo-Chi Chang:
A Virtual Menu Using Gesture Recognition for 3D Object Manipulation in Mixed Reality. 1064-1073 - Jia-Yi Lin
Feedback Vocal Rehabilitation Software Applied to Mobile Devices for Maximum Phonation Time. 1074-1082 - Kuo-Chi Chang, Kai-Chun Chu, Yuh-Chung Lin, Fu-Hsiang Chang, Hsiao-Chuan Wang, Tsui-Lien Hsu, Trong-The Nguyen, Tien-Wen Sung:
Study of Data Repetitive Record Cleaning Technology of MES System in High-Tech Process. 1083-1091
Intelligent Systems
- Jihe Cai, Yijuan Di, Mingfang Liu:
Restraining Strategy of Photovoltaic Power Fluctuation Based on Hybrid Energy Storage System. 1095-1102 - Hanaa I. F. Ibrahim, Heba Khaled
Combining BRIEF and AD for Edge-Preserved Dense Stereo Matching. 1103-1113 - Hany Bekhit, Kamel Hussein Rahouma, Fatma M. El-Hefnawi:
Design of Turbo Codes for CubeSats. 1114-1130 - Faten M. AbdelGhany, Kamel Hussein Rahouma, Yahia B. Hassan
Design and Implementation of a Web-DNA-Based Security Provider Using Python. 1131-1140
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