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Day (1) 28 June 2021 Topic: AICV2021 Conference 1st Day 28 June 2021 (9 am - 7 PM) Join Zoom Meeting Meeting ID: 860 2497 6545 10.00-10.05 am (Morocco. Time) Opening and Welcome Message By Professor Abdelkrim HAQIQ, Hassan 1st University, FST, Settat, Morocco |
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Invited talk Improved Reinforcement Learning for Intelligent Devices Dr. Parthasarathy Subashini, Professor of Computer Science Center for Machine Learning and Intelligence Avinashilingam University for Women Coimbatore, India Time: 10.05-10.55 in Morocco time 40 min presentation and 10- min questions Chairs Professor Ladjel Bellatreche, ISAE-ENSMA, Chasseneuil – France |
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Break |
10.45-11.00 |
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Session (1) Deep Learning and IOT Chairs Professor Brahim Ouhbi, Moulay Ismail University, ENSAM, Meknès, Morocco Prof. Lavika Goel, Malaviya, National Institute of Technology (NIT), Jaipur- India |
11.00-1.00 |
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Deep Learning Models using Auxiliary Classifier GAN for Covid-19 Detection – a Comparative Study Jaideep Singh Sachdev, Nitu Bhatnagar, and Roheet Bhatnagar |
1 |
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Feature Pyramid Network for COVID-19 Pneumonia Detection from Chest X-rays Images Khaoula Echabbi, Elmoukhtar Zemmouri Mohammed Douimi and Salsabil Hamdi |
2 |
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Deep Learning Method for Bone Abnormality Detection Using Multi-view X-rays Hadeer El-Saadawy, Manal Tantawi, Howida A. Shedeed, and Mohamed F. Tolba |
3 |
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A Deep Autoencoder based Multi-Criteria Recommender System Yahya Bougteb, Brahim Ouhbi, Bouchra Frikh, and El moukhtar Zemmouri |
4 |
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COVID-19 X-rays Model Detection Using Convolution Neural Network Moshira S. Ghaleb, Hala M. Ebied, Howida A. Shedeed, Mohamed F. Tolba |
5 |
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Review on Supervised and Unsupervised Deep Learning Techniques for Hyperspectral Images Classification by Mayar A. Shafaey, Mohammed A.-M. Salem, Maryam N. Al-Berry, Hala M. Ebied, and Mohamed F. Tolba |
6 |
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Commodity Image Retrieval Based on Convolutional Neural Network and Late Fusion Zhijie Zhao, Hongjie Zhang, Huadong Sun, and Baoxing Qiao |
7 |
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Convolutional Sliding Window Based Model and Synthetic Dataset for Fast Feature Detection Houssam Halmaoui and Abdelkrim Haqiq |
8 |
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Convolutional Neural Network for Fire Video Image Detection in the Thermal Power Plant Fu-Hsiang Chang , Governor David Kwabena Amesimenu, Kuo-Chi Chang, Kai-Chun Chu, Yuh-Chung Lin, Hsiao-Chuan Wang, Yuwen Zhou, and Shi-Jian Liu |
9 |
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One-Stage vs Two-Stage Deep Learning Method for Bone Abnormality Detection Hadeer El-Saadawy, Manal Tantawi, Howida A. Shedeed, and Mohamed F. Tolba |
10 |
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Convolutional Autoencoder for Anomaly Detection in Crowded Scenes Mohamed Ali, Maryam Al-Berry and Zaki Taha |
11 |
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Privacy Issues of Public Wi-Fi Networks by Ahmed Y. Lotfy, Alaa M. Zaki, Tarek Abd-El-Hafeez, and Tarek M.Mahmoud Invited talk |
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#AI for infectious diseases: #Pneumonia, #TB and #Covid19 Professor KC Santosh, PhD |
03:00 pm in Morocco |
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Session (II) Smart Grid, Machine Learning and Metaheuristics Optimization Chair Professor Ashraf Darwish, SRGE, Egypt |
5.00-7.00 |
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Applications of Internet of Things (IoT) in Agriculture - the Potential and challenges in smart Farm in Uganda Moammar Dayoub, Alice Nakiyemba, and Juha Plosil |
1 |
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The Smart Heater Based on Internet of Things Hanaa F. Morse 1, Maha S. AlGhamdi, Hussah M. Almusaied, Shouq A. Alsubaie, Dalal M. Almarri, Manal A. Alqahtani, Rasha A. Alqahtani, Rania A. Tabeidi, and Taghreed Balharith |
2 |
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Smart Office Model based on Internet of Things Khaznah Alhajri, Maha AlGhamdi, Maha Alrashidi, Taghreed Balharith, and Rania Tabeidi |
3 |
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Distribution network fault location based on intelligent algorithm research by Kuo-Chi Chang, Rongsheng Zhang, Hui-Qiong Deng, Fu-Hsiang Chang, Hsiao-Chuan Wang, Tsui- Lien Hsu |
4 |
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Barriers and Challenges to Smart Grid Technology Deployment in the Kingdom of Saudi Arabia (KSA) By Kuo-Chi Chang, Shams Ullah Shah, Shoaib Ahmad, Fu-HsiangChang, Hsiao-Chuan Wang, Yuwen Zhou, and Governor David Kwabena Amesimenu |
5 |
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Mobile Device Application to Detect Dangerous Movements in Industrial Processes through Intelligence Trough Ergonomic Analysis Using Virtual Reality Humberto García Castellanos ,Javier Andres Esquivias Varela, Alberto Ochoa Zezzatti |
6 |
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Hybrid Approach for Improving Slotted ALOHA Based on Capture Effect and ZigZag Decoding Techniques Abdessamad Bellouch, Ahmed Boujnoui, and Abdelkrim Haqiq Abdellah Zaaloul |
7 |
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Finding Data Aggregation Locations in Smart Grids Tien-Wen Sung, Yuntao Xu, Kuo-Chi Chang, and Trong-The Nguyen |
8 |
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Smart Computer Laboratory: IOT based Smartphone Application Rania A. Tabeidi1, Zahrah Alharbi, Wasan Aljuhayf, Manar Alshahrani, Ohoud Maashi, Wafa Abdullah, Maram Alshalan, Modhe Almelihi, Hanaa F. Morse and Taghreed Balharith |
9 |
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Pole-Placement Control of Hypothetical Loop Decoupling Design Based on Improved Grey Wolf Optimization Algorithm Zhang, X. Q., Wu, C. Y., Jang, L. Y., Shi, L., and Guo, J. R |
10 |
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Improved Firefly Algorithm Based on Community and Migration Strategy and Its Application of PID Controller Design Zhang, X. Q, Wu, C. Y, Guo, J. R. and Jang, L. Y |
11 |
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Algorithm Optimization of Short-term Load Forecasting Model based on Least Square Support Vector Machine Yuh-Chung Lin, Shusen Kuang, Kuo-Chi Chang, Hui-Qiong Deng , Fu-Hsiang Chang, Hsiao-Chuan Wang, Tsui- Lien Hsu, Yuwen Zhou and Governor David Kwabena Amesimenu |
12 |
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Hyperparameter optimization using genetic algorithms to detect frauds transactions Mohammed Tayebi and Said El Kafhali |
13 |
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Day (2) 29 June 2021 |
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Session (1) Ontology, Machine Vision, Robotics, and speech recognition Session Chair Professor Tarek Gaber |
10.00-12.00 in Morocco time |
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Multi-way Arabic Sentiment Classification using Genetic Algorithm and Logistic Regression Soukaina MIHI, Brahim AIT BEN AlI, Ismail EL BAZI, Sara AREZKI and Nabil LAACHFOUBI |
1 |
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Classification of Galaxy Images Using Computer Vision and Artificial Neural Network Techniques: A Survey A. A. Abd El-Khalek, A. T. Khalil, and M. A. Abo El-Soud, and Ibrahim Yasser |
2 |
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FPGA Implementation of EEG Classification System for Arm and Fingers Movements based on Particle Swarm Algorithm Nourhan Wafeek, Mohamed E.Elbably and Roaa I.Mubarak |
3 |
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Improved Document Categorization Through Feature-rich Combinations Anoual El Kah and Imad Zeroual |
4 |
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Point Cloud Data Reduction Algorithm based on SIFT3D Features Haiyun Zhang, Jian Dong, Jian Lu1,Yufeng Ling,Yiwen Ou, Zhiming Cai |
5 |
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Matching Ontologies with Word2Vec Model based on Cosine Similarity Jing Liao, Yikun Huang, Haolin Wang, and Mengting Li |
6 |
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Machine Vision for Aesthetic Quality Control of Reflective Surfaces by Anne Juhler Hansen, Mark P. Philipsen, Hendrik Knoche, and Thomas B. Moeslund |
7 |
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Facial Features Detection: A Comparative Study Eman Salem, M. Hassaballah,Mountasser M. Mahmoud and Abdel-Magid M Ali |
8 |
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Kamel Hussein Rahouma, Amal Zarif Mahfouz |
9 |
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Improving Neural Silent Speech Interface Models by Adversarial Training by Amin Honarmandi Shandiz, Alexandra Marko, Laszlo Toth, Gabor Gosztolya, and Tamas Gabor Csapo |
10 |
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Towards a practical lip-to-speech conversion system using deep neural networks and mobile application frontend Frigyes Viktor Arthur and Tamas Gabor Csapo |
11 |
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Analysis of Adversarial Attacks on Face Verification Systems Sohair A. Kilany, Ahmed Mahfouz, Alaa M. Zaki, and Awny Sayed |
12 |
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Session (2) Advanced Machine Learning Technologies Session Chair Dr. Mahmoud Shams and Dr. Lobna Abdelgawad |
2.00-400 in Morocco time |
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Single-View 3D Mesh Reconstruction and Generation George Fahim, Khalid Amin, and Sameh Zarif |
1 |
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Combining BRIEF and AD for Edge-Preserved Dense Stereo Matching Hanaa I.F. Ibrahim, H. Khaled, Noha A. Seada, H. M. Faheem |
2 |
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Brain Tumor Segmentation: A Comparative Analysis by Eman Mohammed, Mosab Hassaan, Safaa Amin, and Hala M. Ebied |
3 |
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Action recognition using WiFi Radar Signal Characteristics Jian Dong,Li Zhang1,Yufeng Ling,Jian Lu,Zhiming Cai |
4 |
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Ice Detection Transmission Line Based on Improved Census Transform by Liang Quan, Feng Zhihui, Zhu Xin, Zhang Zicheng, Ji Wei, Kuo-Chi Chang |
5 |
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Speaker Verification Using Machine Learning for Door Access Control Systems Saleh Alaliyat1, Fredrik F. Waaler1, Klaus Dyvik1, Rachid Oucheikh2 and Ibrahim Hameed1 |
6 |
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Management of the energy distribution of cogenerators units by genetic algorithms Othmane Maakoul, Ruth Beaulanda, Hamid El Omari1, Aziza Abid, El Hassane Essabri |
7 |
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Theme Identi_cation for RDF Graphs Based on LSTM Neural Reccurent Network Siham Eddamiri, Elmoukhtar Zemmouri, and Asmaa Benghabrit |
8 |
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Dynamic Knowledge Capitalization in Big Data Context: Monte Carlo Tree Search Based Reinforcement Learning Badr Hirchoua, Brahim Ouhbi and Bouchra Frikh |
9 |
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Multi-Phase Adaptive Competitive Learning Neural Network for Clustering Big Datasets Mohamed G. Mahdy, Ahmed R. Abas and Tarek M Mahmoud3 |
10 |
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A Survey of Software Development Projects Amna Alhousani, Maria Papadaki |
11 |
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Modeling and Performance Evaluation of LoRa Network based on Capture Effect By Abdessamad Bellouch, Ahmed Boujnoui, Abdellah Zaaloul, and Abdelkrim Haqiq |
12 |
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