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ORCIDAICV 2021: Settat, Morocco
- Aboul Ella Hassanien
, Abdelkrim Haqiq, Peter J. Tonellato, Ladjel Bellatreche, Sam Goundar, Ahmad Taher Azar, Essaid Sabir, Driss Bouzidi:
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, AICV 2021, Hassan 1st University, Morocco, June 28-30, 2021. Advances in Intelligent Systems and Computing 1377, Springer 2021, ISBN 978-3-030-76345-9
Deep Learning and Their Applications
- Moshira S. Ghaleb, Hala Mousher Ebied, Howida A. Shedeed, Mohamed F. Tolba:
COVID-19 X-rays Model Detection Using Convolution Neural Network. 3-11 - Jaideep Singh Sachdev, Nitu Bhatnagar, Roheet Bhatnagar:
Deep Learning Models Using Auxiliary Classifier GAN for Covid-19 Detection - A Comparative Study. 12-23 - Khaoula Echabbi, El Moukhtar Zemmouri, Mohammed Douimi, Salsabil Hamdi:
Feature Pyramid Network for COVID-19 Pneumonia Detection from Chest X-rays Images. 24-32 - Michael Lahzi Gaid, Said A. Salloum:
Explore the Relationship Between COVID-19 Testing Rates with the Number of Cases. 33-45 - Hadeer El-Saadawy, Manal M. Tantawi, Howida A. Shedeed, Mohamed F. Tolba:
Deep Learning Method for Bone Abnormality Detection Using Multi-view X-rays. 46-55 - Yahya Bougteb, Brahim Ouhbi, Bouchra Frikh, El Moukhtar Zemmouri:
A Deep Autoencoder Based Multi-Criteria Recommender System. 56-65 - Mayar A. Shafaey, Mohammed A.-M. Salem, Maryam N. Al-Berry, Hala Mousher Ebied, Mohamed F. Tolba:
Review on Supervised and Unsupervised Deep Learning Techniques for Hyperspectral Images Classification. 66-74 - Batool M. Amarneh, Muhammad Turki Alshurideh, Barween Hikmat Al Kurdi, Zaid Mohammad Obeidat:
The Impact of COVID-19 on E-learning: Advantages and Challenges. 75-89 - Zhijie Zhao, Hongjie Zhang, Huadong Sun, Baoxing Qiao:
Commodity Image Retrieval Based on Convolutional Neural Network and Late Fusion. 90-100 - Houssam Halmaoui, Abdelkrim Haqiq:
Convolutional Sliding Window Based Model and Synthetic Dataset for Fast Feature Detection. 101-111 - Fu-Hsiang Chang, David Kwabena Amesimenu, Kuo-Chi Chang, Kai-Chun Chu, Yuh-Chung Lin, Hsiao-Chuan Wang, Yu-Wen Zhou, Shi-Jian Liu:
Convolutional Neural Network for Fire Video Image Detection in the Thermal Power Plant. 112-121 - Hadeer El-Saadawy, Manal M. Tantawi, Howida A. Shedeed, Mohamed F. Tolba:
One-Stage vs Two-Stage Deep Learning Method for Bone Abnormality Detection. 122-132
Smart Grid, Internet of Things, and Mobil Applications
- Moammar Dayoub, Alice Nakiyemba, Juha Plosila:
Applications of Internet of Things (IoT) in Agriculture - The Potential and Challenges in Smart Farm in Uganda. 135-144 - Hanaa F. Morse, Maha S. AlGhamdi, Hussah M. Almusaied, Shouq A. Alsubaie, Dalal M. Almarri, Manal A. Alqahtani, Rasha A. Alqahtani, Rania A. Tabeidi, Taghreed Balharith:
The Smart Heater Based on Internet of Things. 145-153 - Muhammad Suleman, Tariq Rahim Soomro, Taher M. Ghazal, Muhammad Alshurideh:
Combating Against Potentially Harmful Mobile Apps. 154-173 - Khaznah Alhajri, Maha AlGhamdi, Maha Alrashidi, Taghreed Balharith, Rania Tabeidi:
Smart Office Model Based on Internet of Things. 174-183 - Kuo-Chi Chang, Rongsheng Zhang, Hui-Qiong Deng, Fu-Hsiang Chang, Hsiao-Chuan Wang, Tsui-Lien Hsu:
Distribution Network Fault Location Based on Intelligent Algorithm Research. 184-192 - Kuo-Chi Chang, Shams Ullah Shah, Shoaib Ahmad, Fu-Hsiang Chang, Hsiao-Chuan Wang, Yu-Wen Zhou, David Kwabena Amesimenu:
Barriers and Challenges to Smart Grid Technology Deployment in the Kingdom of Saudi Arabia (KSA). 193-201 - Humberto García Castellanos, Javier Andres Esquivias Varela, Alberto Ochoa-Zezzatti:
Mobile Device Application to Detect Dangerous Movements in Industrial Processes Through Intelligence Trough Ergonomic Analysis Using Virtual Reality. 202-217 - Abdessamad Bellouch, Ahmed Boujnoui, Abdellah Zaaloul, Abdelkrim Haqiq:
Hybrid Approach for Improving Slotted ALOHA Based on Capture Effect and ZigZag Decoding Techniques. 218-227 - Tien-Wen Sung, Yuntao Xu, Kuo-Chi Chang, Trong-The Nguyen:
Finding Data Aggregation Locations in Smart Grids. 228-234 - Rasha M. Al Batayneh, Nasser Taleb, Raed A. Said, Muhammad Turki Alshurideh, Taher M. Ghazal, Haitham M. Alzoubi:
IT Governance Framework and Smart Services Integration for Future Development of Dubai Infrastructure Utilizing AI and Big Data, Its Reflection on the Citizens Standard of Living. 235-247 - Rania A. Tabeidi, Zahrah Alharbi, Wasan Aljuhayf, Manar Alshahrani, Ohoud Maashi, Wafa Abdullah, Maram Alshalan, Modhe Almelihi, Hanaa F. Morse, Taghreed Balharith:
Smart Computer Laboratory: IoT Based Smartphone Application. 248-256
Machine Learning and Metaheuristics Optimization
- X. Q. Zhang, C. Y. Wu, L. Y. Jang, L. Shi, J. R. Guo:
Pole-Placement Control of Hypothetical Loop Decoupling Design Based on Improved Grey Wolf Optimization Algorithm. 259-268 - X. Q. Zhang, C. Y. Wu, L. Shi, J. R. Guo, L. Y. Jang:
Improved Firefly Algorithm Based on Community and Migration Strategy and Its Application of PID Controller Design. 269-278 - Yuh-Chung Lin, Shusen Kuang, Kuo-Chi Chang, Hui-Qiong Deng, Fu-Hsiang Chang, Hsiao-Chuan Wang, Tsui-Lien Hsu, Yu-Wen Zhou, David Kwabena Amesimenu:
Algorithm Optimization of Short-Term Load Forecasting Model Based on Least Square Support Vector Machine. 279-287 - Mohammed Tayebi, Said El Kafhali:
Hyperparameter Optimization Using Genetic Algorithms to Detect Frauds Transactions. 288-297
Feature Selection, Classification and Applications
- Mohammed T. Nuseir, Barween H. Al Kurdi, Muhammad T. Alshurideh, Haitham M. Alzoubi:
Gender Discrimination at Workplace: Do Artificial Intelligence (AI) and Machine Learning (ML) Have Opinions About It. 301-316 - Soukaina Mihi, Brahim Ait Ben Ali, Ismail El Bazi, Sara Arezki, Nabil Laachfoubi:
Multi-way Arabic Sentiment Classification Using Genetic Algorithm and Logistic Regression. 317-325 - A. A. Abd El-Khalek, Abeer Twakol Khalil, M. A. Abo El-Soud, Ibrahim Yasser:
Classification of Galaxy Images Using Computer Vision and Artificial Neural Network Techniques: A Survey. 326-334 - Nourhan Wafeek, Mohamed E. Elbably, Roaa I. Mubarak:
FPGA Implementation of EEG Classification System for Arm and Fingers Movements Based on Particle Swarm Algorithm. 335-345 - Anoual El Kah, Imad Zeroual:
Improved Document Categorization Through Feature-Rich Combinations. 346-355 - Haiyun Zhang, Jian Dong, Jian Lu, Yufeng Ling, Yiwen Ou, Zhiming Cai:
Point Cloud Data Reduction Algorithm Based on SIFT3D Features. 356-366 - Jing Liao, Yikun Huang, Haolin Wang, Mengting Li:
Matching Ontologies with Word2Vec Model Based on Cosine Similarity. 367-374 - Reem ALBayari, Sherief Abdallah, Said A. Salloum:
Cyberbullying Classification Methods for Arabic: A Systematic Review. 375-385
Machine Vision, Robotics, and Speech Recognition
- Anne Juhler Hansen, Mark P. Philipsen, Hendrik Knoche, Thomas B. Moeslund:
Machine Vision for Aesthetic Quality Control of Reflective Surfaces. 389-401 - Eman Salem, M. Hassaballah, Mountasser M. M. Mahmoud, Abdel-Magid M. Ali:
Facial Features Detection: A Comparative Study. 402-412 - Kamel Hussein Rahouma, Amal Zarif Mahfouz:
Applying Mobile Intelligent API Vision Kit and Normalized Features for Face Recognition Using Live Cameras. 413-429 - Amin Honarmandi Shandiz, László Tóth, Gábor Gosztolya, Alexandra Markó, Tamás Gábor Csapó:
Improving Neural Silent Speech Interface Models by Adversarial Training. 430-440 - Frigyes Viktor Arthur, Tamás Gábor Csapó:
Towards a Practical Lip-to-Speech Conversion System Using Deep Neural Networks and Mobile Application Frontend. 441-450 - Ahmad Taher Azar, Fernando E. Serrano, Nashwa Ahmad Kamal, Anis Koubaa, Adel Ammar, Ibraheem Kasim Ibraheem, Amjad J. Humaidi:
Finite Element Euler-Lagrange Dynamic Modeling and Passivity Based Control of Flexible Link Robot. 451-462 - Sohair A. Kilany, Ahmed Mahfouz, Alaa M. Zaki, Awny Sayed:
Analysis of Adversarial Attacks on Face Verification Systems. 463-472 - George Fahim, Khalid Amin, Sameh Zarif:
Single-View 3D Mesh Reconstruction and Generation. 473-482 - Ahmad Taher Azar, Fernando E. Serrano, Nashwa Ahmad Kamal, Anis Koubaa, Adel Ammar, Amjad J. Humaidi, Ibraheem Kasim Ibraheem:
Lagrangian Dynamic Model Derivation and Energy Shaping Control of Non-holonomic Unmanned Aerial Vehicles. 483-493 - Hanaa I. F. Ibrahim, Heba Khaled, Noha A. Seada, Hossam El Deen Mostafa Faheem:
Combining BRIEF and AD for Edge-Preserved Dense Stereo Matching. 494-504 - Eman Mohammed, Mosab Hassaan, Safaa E. Amin, Hala Mousher Ebied:
Brain Tumor Segmentation: A Comparative Analysis. 505-514 - Jian Dong, Li Zhang, Yufeng Ling, Jian Lu, Zhiming Cai:
Action Recognition Using WiFi Radar Signal Characteristics. 515-524
Business Intelligence and Applications
- Haitham M. Alzoubi, Muhammad Alshurideh, Taher M. Ghazal:
Integrating BLE Beacon Technology with Intelligent Information Systems IIS for Operations' Performance: A Managerial Perspective. 527-538 - Shanmugan Joghee, Haitham M. Alzoubi, Muhammad Alshurideh, Barween Al Kurdi:
The Role of Business Intelligence Systems on Green Supply Chain Management: Empirical Analysis of FMCG in the UAE. 539-552 - Petr Svoboda, Taher M. Ghazal, Mohammed A. M. Afifi, Deepak Kalra, Muhammad T. Alshurideh, Haitham M. Alzoubi:
Information Systems Integration to Enhance Operational Customer Relationship Management in the Pharmaceutical Industry. 553-572 - Khaled Al Shebli, Raed A. Said, Nasser Taleb, Taher M. Ghazal, Muhammad Turki Alshurideh, Haitham M. Alzoubi:
RTA's Employees' Perceptions Toward the Efficiency of Artificial Intelligence and Big Data Utilization in Providing Smart Services to the Residents of Dubai. 573-585
Cybersecurity and IoT
- Taher M. Ghazal, Muhammad T. Alshurideh, Haitham M. Alzoubi:
Blockchain-Enabled Internet of Things (IoT) Platforms for Pharmaceutical and Biomedical Research. 589-600 - Kakul Agha, Haitham M. Alzoubi, Muhammad Turki Alshurideh:
Measuring Reliability and Validity Instruments of Technologically Driven Cognitive Intrusion Towards Work-Life Balance. 601-614 - Afrah Almansoori, Mohammed Alshamsi, Sherief Abdallah, Said A. Salloum:
Analysis of Cybercrime on Social Media Platforms and Its Challenges. 615-625 - Mohamed Ali, Maryam N. Al-Berry, Zaki Taha:
Convolutional Autoencoder for Anomaly Detection in Crowded Scenes. 626-633 - Michael Lahzi Gaid, Said A. Salloum:
Homomorphic Encryption. 634-642 - Afrah Almansoori, Cornelius Ncube, Said A. Salloum:
Internet of Things Impact on the Future of Cyber Crime in 2050. 643-655 - Ahmed Y. Lotfy, Alaa M. Zaki, Tarek Abd-El-Hafeez, Tarek M. Mahmoud:
Privacy Issues of Public Wi-Fi Networks. 656-665
Advanced Machine Learning Technologies
- Liang Quan, Zhihui Feng, Zhu Xin, Zicheng Zhang, Ji Wei, Kuo-Chi Chang:
Ice Detection Transmission Line Based on Improved Census Transform. 669-679 - Lamiaa Mostafa, Sara Beshir:
University Selection Model Using Machine Learning Techniques. 680-688 - Saleh Alaliyat, Fredrik F. Waaler, Klaus Dyvik, Rachid Oucheikh, Ibrahim A. Hameed:
Speaker Verification Using Machine Learning for Door Access Control Systems. 689-700 - Othmane Maakoul, Ruth Beaulanda, Hamid El Omari, Aziza Abid, El Hassane Essabri:
Management of the Energy Distribution of Cogenerators Units by Genetic Algorithms. 701-710 - Siham Eddamiri, El Moukhtar Zemmouri, Asmaa Benghabrit:
Theme Identification for RDF Graphs Based on LSTM Neural Reccurent Network. 711-720 - Badr Hirchoua, Brahim Ouhbi, Bouchra Frikh:
Dynamic Knowledge Capitalization in Big Data Context: Monte Carlo Tree Search Based Reinforcement Learning. 721-730 - Mohamed G. Mahdy, Ahmed R. Abas, Tarek M. Mahmoud:
Multi-phase Adaptive Competitive Learning Neural Network for Clustering Big Datasets. 731-741 - Michael Lahzi Gaid, Hana Yousuf, Said A. Salloum, Khaled Shaalan:
Implementing Sequence to Sequence Neural Networks Using C#.Net. 742-753 - Mahmoud Elbasir, Mokhtar Elareshi, Mohammed Habes, Riadh Jeljeli, Said A. Salloum:
Media and Non-media Students' Feedback and Improvement of University Teaching and the Learning Environment. 754-765
Big Data, Digital Transformation, AI and Network Analysis
- Hana Yousuf, Michael Lahzi Gaid, Said A. Salloum, Khaled Shaalan:
Case Study of ERP Implementation in Ceramic Company. 769-782 - Amna Alhousani, Maria Papadaki:
A Survey of Software Development Projects. 783-794 - Saeed Rashed AlSuwaidi, Muhammad Alshurideh, Barween Hikmat Al Kurdi, Ahmad Aburayya:
The Main Catalysts for Collaborative R&D Projects in Dubai Industrial Sector. 795-806 - Ala'a Yahya Ahmad, Muhammad Turki Alshurideh, Barween H. Al Kurdi, Haitham M. Alzoubi:
Digital Strategies: A Systematic Literature Review. 807-822 - Rabiant Ali Sultan, Ali Khalil Alqallaf, Shahad Abdallah Alzarooni, Nouf Hamad Alrahma, Mira Ahmed AlAli, Muhammad Turki Alshurideh:
How Students Influence Faculty Satisfaction with Online Courses and Do the Age of Faculty Matter. 823-837 - Rabab Naqvi, Tariq Rahim Soomro, Haitham M. Alzoubi, Taher M. Ghazal, Muhammad Turki Alshurideh:
The Nexus Between Big Data and Decision-Making: A Study of Big Data Techniques and Technologies. 838-853
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