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ORCID4th AMLTA 2019: Cairo, Egypt
- Aboul Ella Hassanien, Ahmad Taher Azar, Tarek Gaber, Roheet Bhatnagar, Mohamed F. Tolba:
The International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2019, Cairo, Egypt, 28-30 March, 2919. Advances in Intelligent Systems and Computing 921, Springer 2020, ISBN 978-3-030-14117-2
Deep Learning Applications
- Meng Xiao, Guozheng Liu, Yu Xia, Hao Xu:
A Deep Learning Approach for Tongue Diagnosis. 3-12 - Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid
, Howida A. Shedeed, Mohamed F. Tolba:
Reduced 3-D Deep Learning Framework for Hyperspectral Image Classification. 13-22 - Basma Abd El-Rahiem, Muhammad Atta Othman Ahmed, Omar Reyad, Hani Abd El-Rahaman, Mohamed Amin, Fathi E. Abd El-Samie:
An Efficient Deep Convolutional Neural Network for Visual Image Classification. 23-31 - Anandhavalli Muniasamy, Sehrish Tabassam, Mohammad A. Hussain, Habeeba Sultana, Vasanthi Muniasamy, Roheet Bhatnagar:
Deep Learning for Predictive Analytics in Healthcare. 32-42 - Zanariah Zainudin, Siti Mariyam Shamsuddin, Shafaatunnur Hasan:
Deep Layer CNN Architecture for Breast Cancer Histopathology Image Detection. 43-51 - Chang Liu, Ziheng Wang, Su Wu, Shaozhi Wu, Kai Xiao:
Regression Task on Big Data with Convolutional Neural Network. 52-58 - Ziheng Wang, Su Wu, Chang Liu, Shaozhi Wu, Kai Xiao:
The Regression of MNIST Dataset Based on Convolutional Neural Network. 59-68
Swarm Intelligence and Applications
- Ahmed M. Anter, Ahmad Taher Azar, Khaled M. Fouad:
Intelligent Hybrid Approach for Feature Selection. 71-79 - Saad M. Darwish, Amr Elmasry, Asmaa H. Ibrahim:
Parameter Estimation for Chaotic Systems Using the Fruit Fly Optimization Algorithm. 80-90 - Saad M. Darwish, Amr Elmasry, Shaymaa H. Ibrahim:
Optimal Shortest Path in Mobile Ad-Hoc Network Based on Fruit Fly Optimization Algorithm. 91-101 - Aya A. Salah Farrag, Safia Abbas Mohamad, El-Sayed M. El-Horbaty:
Swarm Optimization for Solving Load Balancing in Cloud Computing. 102-113 - Weibao Zhang, Hong Gang, Baozhong Gan, Qianhui Gang:
The Influence of New Energy Access on Load Peaks and Troughs Based on Optimization Techniques. 114-120 - Ibrahim A. Hameed:
Multi-objective Solution of Traveling Salesman Problem with Time. 121-132 - Saad M. Darwish, Bassem E. Abdel-Samee:
Game Theory Based Solver for Dynamic Vehicle Routing Problem. 133-142 - Mohammed A. El-Shorbagy, M. A. Farag, Abd Allah A. Mousa, I. M. El-Desoky:
A Hybridization of Sine Cosine Algorithm with Steady State Genetic Algorithm for Engineering Design Problems. 143-155
Machine Learning in Biomedical
- Ahmed Abdeen Hamed, Agata Leszczynska, Mark Schreiber:
MolecRank: A Specificity-Based Network Analysis Algorithm - Ranking Therapeutic Molecules in the Bibliome. 159-168 - Aya Naser, Manal M. Tantawi, Howida A. Shedeed, Mohamed F. Tolba:
Detecting Epileptic Seizures Using Abe Entropy, Line Length and SVM Classifier. 169-178 - Radwa Reda, Manal M. Tantawi, Howida A. Shedeed, Mohamed F. Tolba:
Analyzing Electrooculography (EOG) for Eye Movement Detection. 179-189 - Lamiaa Zakaria, Hala M. Ebeid, Sayed Dahshan, Mohamed F. Tolba:
Analysis of Classification Methods for Gene Expression Data. 190-199 - Alaa Bakry, Radwa Al-khatib, Randa Negm, Eslam Sabra, Mohamed Maher, Zainab Mohamed, Doaa Shawky, Ashraf H. Badawi:
Using Eye Movement to Assess Auditory Attention. 200-208 - Zainab Mohamed, Mohamed El Halaby, Tamer Said, Doaa Shawky, Ashraf H. Badawi:
Facilitating Classroom Orchestration Using EEG to Detect the Cognitive States of Learners. 209-217 - Doaa Ezzat, Safaa E. Amin, Howida A. Shedeed, Mohamed F. Tolba:
A New Nano-robots Control Strategy for Killing Cancer Cells Using Quorum Sensing Technique and Directed Particle Swarm Optimization Algorithm. 218-226
Data Mining: Technology and Applications
- Amjad Abu Saa, Mostafa Al-Emran, Khaled Shaalan:
Mining Student Information System Records to Predict Students' Academic Performance. 229-239 - Christopher R. Stephens, José Antonio Borras Gutiérrez, Hugo Flores:
Bayesian Classification of Personal Histories - An application to the Obesity Epidemic. 240-249 - Christopher R. Stephens, Oliver López-Corona, Ricardo David Ruíz, Walter Martínez Santana:
Poverty and Its Relation to Crime and the Environment: Applying Spatial Data Mining to Enhance Evidence-Based Policy. 250-260 - Mahmoud Mounir, Mohamed Hamdy, Mohamed Essam Khalifa:
Identifying Different Types of Biclustering Patterns Using a Correlation-Based Dilated Biclusters Algorithm. 261-271 - Mohamed Hossam, Amr Wassal, M. Watheq El-Kharashi:
Reduction of Variations Using Chemometric Model Transfer: A Case Study Using FT-NIR Miniaturized Sensors. 272-280 - Abdelrahman Saad, Fahima A. Maghraby, Yasser M. K. Omar:
Predicting Drug Target Interaction by Integrating Drug Fingerprint and Drug Side Effect Using Machine Learning. 281-290 - Nour Eldeen Mahmoud Khalifa, Mohamed Hamed N. Taha, Sarah Hamed N. Taha, Aboul Ella Hassanien:
Statistical Insights and Association Mining for Terrorist Attacks in Egypt. 291-300 - Su Wu, Chang Liu, Ziheng Wang, Shaozhi Wu, Kai Xiao:
Regression with Support Vector Machines and VGG Neural Networks. 301-311 - Bochra Zaghdoudi, Waad Bouaguel, Nadia Essoussi:
A Distributed Multi-source Feature Selection Using Spark. 312-320 - Qiang Gao, Fenghou Pan, Feng Yuan, Jiayu Pan, Jiannan Zhang, Yunhua Zhang:
The Classification of Multiple Power Quality Disturbances Based on Dynamic Event Tree and Support Vector Machine. 321-329 - Minghang Jiao, Yang Gao, Xuemin Leng, Yangqun Ou, Lin Zhang:
Power Cable Fault Diagnosis Based on Wavelet Analysis and Neural Network. 330-338 - Zhi Wang:
Predictive Control of Superheated Steam Temperature of Molten Salt Heat Storage System. 339-345
Control and Chaotic Systems
- Ahmad Taher Azar, Hossam Hassan Ammar, Gabriel de Brito Silva, Mohd Saiful Akmal Bin Razali:
Optimal Proportional Integral Derivative (PID) Controller Design for Smart Irrigation Mobile Robot with Soil Moisture Sensor. 349-359 - Ahmad Taher Azar, Fernando E. Serrano, Sundarapandian Vaidyanathan, Hani Albalawi:
Adaptive Higher Order Sliding Mode Control for Robotic Manipulators with Matched and Mismatched Uncertainties. 360-369 - Hossam Hassan Ammar, Ahmad Taher Azar:
Robust Path Tracking of Mobile Robot Using Fractional Order PID Controller. 370-381 - Ayub Khan, Shikha Singh, Ahmad Taher Azar:
Synchronization between a Novel Integer-Order Hyperchaotic System and a Fractional-Order Hyperchaotic System Using Tracking Control. 382-391 - Dantian Zhong, Qiang Gao, Jiayu Pan, Zhannan Guo, Maojun Wang:
Design of Air-Cooled Control System for Intelligent Transformer. 392-399 - Anlong Su, Mingyang Zhu, Shunjiang Wang, Kai Gao, Jun Yuan, Zhenjiang Lei:
Quoting Model Strategy of Thermal Power Plant Considering Marginal Cost. 400-405 - Ayub Khan, Shikha Singh, Ahmad Taher Azar:
Combination-Combination Anti-Synchronization of Four Fractional Order Identical Hyperchaotic Systems. 406-414 - Adel Ouannas, Giuseppe Grassi, Ahmad Taher Azar:
A New Generalized Synchronization Scheme to Control Fractional Chaotic Systems with Non-identical Dimensions and Different Orders. 415-424 - Qiang Zhang, Zhengdao Zhou, Yingjun Ju, Jianhan Jianhan, Yong Liu:
Design of Reactive Voltage Automatic Control Device Based on Fuzzy Control. 425-433 - Adel Ouannas, Giuseppe Grassi, Ahmad Taher Azar:
Fractional-Order Control Scheme for Q-S Chaos Synchronization. 434-441 - MennaAllah Soliman, Ahmad Taher Azar, Mahmood Abdallah Saleh, Hossam Hassan Ammar:
Path Planning Control for 3-Omni Fighting Robot Using PID and Fuzzy Logic Controller. 442-452 - Mohamed Hesham Barakat, Ahmad Taher Azar, Hossam Hassan Ammar:
Agricultural Service Mobile Robot Modeling and Control Using Artificial Fuzzy Logic and Machine Vision. 453-465 - Mina S. Andraws, Asmaa A. Abd El-Hamid, Ahmed H. Yousef, Imbaby I. Mahmoud, Sherief A. Hammad:
Performance Evaluation of Research Reactors Under Different Predictive Controllers. 466-477 - Yousria Abo-Elnaga, Sarah M. Nasr, I. M. El-Desoky, Z. M. Hendawy, Abd Allah A. Mousa:
Enhanced Genetic Algorithm and Chaos Search for Bilevel Programming Problems. 478-487 - Yunhua Zhang, Fenghou Pan, Qiang Gao, Feng Yuan, Jiayu Pan, Zailin Li, Jicheng Dai:
The Design of Power Quality Detecting System Based on ADSP-BF606. 488-496 - Nitu Bhatnagar:
Role of Robotic Process Automation in Pharmaceutical Industries. 497-504
Text Mining, Summarization and Language Identification
- Niraj Shrestha, Elias Moons, Marie-Francine Moens:
Using Related Text Sources to Improve Classification of Transcribed Speech Data. 507-517 - Rasha M. Badry, Ibrahim F. Moawad:
A Semantic Text Summarization Model for Arabic Topic-Oriented. 518-528 - Khaled Lounnas, Mourad Abbas, Hocine Teffahi, Mohamed Lichouri:
A Language Identification System Based on Voxforge Speech Corpus. 529-534 - Sachin Agarwal, Prasenjit Mukherjee, Baisakhi Chakraborty, Debashis Nandi:
A Novel Automated Financial Transaction System Using Natural Language Processing. 535-545 - B. Venkata Seshu Kumari, A. Giri Prasaad, M. Susmitha, Vikram Raju Reddicherla, Roheet Bhatnagar:
Exploring Different Approaches for Parsing Telugu. 546-555 - Ghada Khairy, Ahmed A. Ewees, Mohamed Eisa:
A Proposed Approach for Arabic Semantic Annotation. 556-565 - Saad M. Darwish, Sherine Kh. Mohamed:
Automated Essay Evaluation Based on Fusion of Fuzzy Ontology and Latent Semantic Analysis. 566-575 - Mohamed Lichouri, Rachida Djeradi, Amar Djeradi, Mourad Abbas:
Towards a Portable SLU System Applied to MSA and Low-resourced Algerian Dialects. 576-585 - Wael Hassan Gomaa, Aly Aly Fahmy:
Ans2vec: A Scoring System for Short Answers. 586-595
Machine Learning in Cyber Security
- Rishabh Jain, Roheet Bhatnagar:
Applications of Machine Learning in Cyber Security - A Review and a Conceptual Framework for a University Setup. 599-608 - Kamel H. Rahoma, Ayman A. Elsayed:
Applying Cryptographic Techniques for Securing the Client Data Signals on the Egyptian Optical Transport Network. 609-622 - Abdallah Soualmi, Adel Alti, Lamri Laouamer, Morad Benyoucef:
A Blind Fragile Based Medical Image Authentication Using Schur Decomposition. 623-632 - Lamri Laouamer:
A New Image Watermarking Technique in Spatial Domain Using DC Coefficients and Graph Representation. 633-644 - Walaa M. Abd-Elhafiez, Omar Reyad, M. A. Mofaddel, Mohamed Fathy:
Image Encryption Algorithm Methodology Based on Multi-mapping Image Pixel. 645-655 - Nitish Yadav, Ashish Kumar, Roheet Bhatnagar, Vivek Kumar Verma:
City Crime Mapping Using Machine Learning Techniques. 656-668 - Kariman M. Mabrouk, Noura A. Semary, Hatem Abdul-Kader:
Fragile Watermarking Techniques for 3D Model Authentication: Review. 669-679 - Mohamed Soliman Halawa, Rebeca P. Díaz Redondo, Ana Fernández Vilas:
Supervised Performance Anomaly Detection in HPC Data Centers. 680-688 - Amr Hefny, Mohamed Moustafa:
Online Signature Verification Using Deep Learning and Feature Representation Using Legendre Polynomial Coefficients. 689-697
Machine Learning in Image and Signal Processing
- Nashat Maher, Gamal El-Sheikh, Wagdy R. Anis, Tamer Emara:
Non-invasive Calibration-Free Blood Pressure Estimation Based on Artificial Neural Network. 701-711 - Rik Das, Sourav De, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Aboul Ella Hassanien:
Data Augmentation and Feature Fusion for Melanoma Detection with Content Based Image Classification. 712-721 - Jiang Tao, Jian Wang, Andrew Wang, Zhangqian Xie, Ziheng Wang, Shaozhi Wu, Aboul Ella Hassanien, Kai Xiao:
Dental Age Estimation: A Machine Learning Perspective. 722-733 - Reda Elbasiony, Walid Gomaa:
A Survey on Human Activity Recognition Based on Temporal Signals of Portable Inertial Sensors. 734-745 - Kamel Hussein Rahouma, Aya S. A. Mostafa:
3D Geolocation Approach for Moving RF Emitting Source Using Two Moving RF Sensors. 746-757 - Shahd T. Mohamed, Hala M. Ebeid, Aboul Ella Hassanien, Mohamed F. Tolba:
Optimized Feed Forward Neural Network for Microscopic White Blood Cell Images Classification. 758-767
Renewable Energy
- Kamel Hussein Rahouma, Rabab Hamed M. Aly:
Applying Polynomial Learning for Soil Detection Based on Gabor Wavelet and Teager Kaiser Energy Operator. 771-783 - Xingyu Liu:
Effect of Photo Voltaic Panel on Power Generation by Manual Adjustment with Panel Angle. 784-791 - Aihua Wang, Deming Qi, Hong Gang:
The Impact of Large Scale Distributed Generation Grid-Connection on Structure of Electric Power Network. 792-800 - Aoran Xu, Yang Gao, Xuemin Leng, Weiqing Wu, Hongyu Zhong:
Wind Power Curtailment Scheme Based on Wind Tower Method. 801-808 - Guangming Wang, Xilan Wang, Yong Pei, Hui Jin, Hongren Yu, Ju Zhang, Hong Gao, Yan Zhao:
Energy Consumption Regulation for Substation Operation in Practice. 809-816 - Yujie Pei, Jinglong Mu, Weijun Li, Jun Dong, Jianguo Xu, Chunmei Guan, Yi Qu, Hongchuang Ma:
Implementation of Tower Grounding Resistance Measurement Based on Decreasing Overhead Grounding Line's Current Shunt Using High-Frequency Power Supply. 817-825 - Weichun Ge, Lingwei Zhao, Shunjiang Wang:
Wind Power Dispatching Method Based on High-Voltage and Large Capacity Electric Heat Storage. 826-836 - Bin Shao, Xingyu Liu:
Calculation of Energy Saving Based on Building Engineering. 837-844 - Kaiyu Pang, Yonghui Chen, Min Zhang, Jianxun Dong, Xingye Zhou, Zhi Wang, Bo Guo:
Heat Discharge of Molten Salt in Double Energy Storage Tank. 845-853 - Fang Han, Dantian Zhong, Qiang Gao, Feng Yuan, Yunhua Zhang:
Development of Insulation Parameter Monitoring System for Transmission Line Arrester. 854-860
Complex Networks and Intelligent Systems
- Utpal Kanti Mukhopadhyay, Richa N. K. Sharma, Shamama Anwar, Atma Deep Dutta:
Correlating Thermal Anomaly with Earthquake Occurrences Using Remote Sensing. 863-875 - Basmah El Haddad, Zainab Elsadi:
IOT-Based Conceptual Framework for the Prevention of Acute Air Pollution Episodes for Reducing and Limiting Related Diseases in Egypt. 876-887 - Mona A. Abou-Of, Hassan M. Saad, Saad M. Darwish:
Smart and Incremental Model to Build Clustered Trending Topics of Web Documents. 888-897 - Sarah K. Amer, Nagwa L. Badr, Ahmed Hamad:
Combining CMMI Specific Practices with Scrum Model to Address Shortcomings in Process Maturity. 898-907 - Walid Gomaa, Reda Elbasiony:
World Perception of the Latest Events in Egypt Based on Sentiment Analysis of the Guardian's Related Articles. 908-917 - Dina Elsayad, Safwat H. Hamad, Howida A. Shedeed, Mohamed F. Tolba:
Parallel Computation for Sparse Network Component Analysis. 918-927 - Nouran Ayman, Tarek F. Gharib, Mohamed Hamdy, Yasmine M. Afify:
Influence Ranking Model for Social Networks Users. 928-937 - Ali Ruiz Coronel, Fernando Ramirez Alatriste:
Turning Caregivers into Informed Agents as a Strategy to Disseminate Scientific Information About Cancer. 938-944 - Menna M. Elkholy, Marwa Mostafa, Hala M. Ebeid, Mohamed F. Tolba:
Comparative Analysis of Unmixing Algorithms Using Synthetic Hyperspectral Data. 945-955
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