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AICV 2021: Settat, Morocco
- Aboul Ella Hassanien
, Abdelkrim Haqiq, Peter J. Tonellato, Ladjel Bellatreche
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
Feature Pyramid Network for COVID-19 Pneumonia Detection from Chest X-rays Images. 24-32 - Michael Lahzi Gaid
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
A Deep Autoencoder Based Multi-Criteria Recommender System. 56-65 - Mayar A. Shafaey
Review on Supervised and Unsupervised Deep Learning Techniques for Hyperspectral Images Classification. 66-74 - Batool M. Amarneh, Muhammad Turki Alshurideh
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
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
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
Distribution Network Fault Location Based on Intelligent Algorithm Research. 184-192 - Kuo-Chi Chang, Shams Ullah Shah, Shoaib Ahmad
Barriers and Challenges to Smart Grid Technology Deployment in the Kingdom of Saudi Arabia (KSA). 193-201 - Humberto García Castellanos
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
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
- Xiaoqing Zhang
Pole-Placement Control of Hypothetical Loop Decoupling Design Based on Improved Grey Wolf Optimization Algorithm. 259-268 - Xiaoqing Zhang
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
Hyperparameter Optimization Using Genetic Algorithms to Detect Frauds Transactions. 288-297
Feature Selection, Classification and Applications
- Mohammed T. Nuseir
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 - Aya A. Abd El-Khalek, Abeer Twakol Khalil, Mohy Eldin A. Abo-Elsoud, 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
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
Cyberbullying Classification Methods for Arabic: A Systematic Review. 375-385
Machine Vision, Robotics, and Speech Recognition
- Anne Juhler Hansen, Mark P. Philipsen, Hendrik Knoche
Machine Vision for Aesthetic Quality Control of Reflective Surfaces. 389-401 - Eman Salem, M. Hassaballah
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
Improving Neural Silent Speech Interface Models by Adversarial Training. 430-440 - Frigyes Viktor Arthur
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
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
Integrating BLE Beacon Technology with Intelligent Information Systems IIS for Operations' Performance: A Managerial Perspective. 527-538 - Shanmugan Joghee
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
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
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
Blockchain-Enabled Internet of Things (IoT) Platforms for Pharmaceutical and Biomedical Research. 589-600 - Kakul Agha
Measuring Reliability and Validity Instruments of Technologically Driven Cognitive Intrusion Towards Work-Life Balance. 601-614 - Afrah Almansoori
Analysis of Cybercrime on Social Media Platforms and Its Challenges. 615-625 - Mohamed Ali
Convolutional Autoencoder for Anomaly Detection in Crowded Scenes. 626-633 - Michael Lahzi Gaid
Homomorphic Encryption. 634-642 - Afrah Almansoori
Internet of Things Impact on the Future of Cyber Crime in 2050. 643-655 - Ahmed Y. Lotfy, Alaa M. Zaki, Tarek Abd El-Hafeez
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
Multi-phase Adaptive Competitive Learning Neural Network for Clustering Big Datasets. 731-741 - Michael Lahzi Gaid
Implementing Sequence to Sequence Neural Networks Using C#.Net. 742-753 - Mahmoud Elbasir, Mokhtar Elareshi
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
Case Study of ERP Implementation in Ceramic Company. 769-782 - Amna Alhousani
A Survey of Software Development Projects. 783-794 - Saeed Rashed AlSuwaidi
The Main Catalysts for Collaborative R&D Projects in Dubai Industrial Sector. 795-806 - Ala'a Yahya Ahmad
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
The Nexus Between Big Data and Decision-Making: A Study of Big Data Techniques and Technologies. 838-853
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