Advanced Machine Learning Technologies and Applications: Proceedings of AMLTA 2020

Front Matter ....Pages i-xxi
Front Matter ....Pages 1-1
 Segregating and Recognizing Human Actions from Video Footages Using LRCN Technique  (Meet Pandya, Abhishek Pillai, Himanshu Rupani)....Pages 3-13
 Fall Alert: A Novel Approach to Detect Fall Using Base as a YOLO Object Detection  (Kiran P. Kamble, Swapnil S. Sontakke, Himanshu Donadkar, Ritik Poshattiwar, Abhinavram Ananth)....Pages 15-24
 Evaluation of Automatic Text Visualization Systems: A Case Study  (Priyanka Jain, R. P. Bhavsar, Karimullah Shaik, Ajai Kumar, B. V. Pawar, Hemant Darbari et al.)....Pages 25-37
 Face Recognition-Based Attendance System Using Real-Time Computer Vision Algorithms  (Darshankumar Dalwadi, Yagnik Mehta, Neel Macwan)....Pages 39-49
 The Adopting Knowledge Management Proves Vital for Bahrain’s Governmental Sector  (Abdulaziz Showaiter, Anjum Razzaque, Allam Hamdan)....Pages 51-59
 Video Surveillance for the Crime Detection Using Features  (Aastha Chowdhary, Bhawana Rudra)....Pages 61-71
 Real-Time Neural-Net Driven Optimized Inverse Kinematics for a Robotic Manipulator Arm  (Jui Shah, Arjun Bhasin)....Pages 73-83
 A Deep Learning Technique to Countermeasure Video-Based Presentation Attacks  (Thomas Danner, Prosenjit Chatterjee, Kaushik Roy)....Pages 85-93
 Optimization of Loss Functions for Predictive Soil Mapping  (Harsh Kotta, Karan Pardasani, Megha Pandya, Ranendu Ghosh)....Pages 95-104
 Natural Language Information Extraction Through Non-Factoid Question and Answering System (NLIEQA Non-Factoid)  (Partha Sarathy Banerjee, Abhijay Ghosh, Aditya Gupta, Baisakhi Chakraborty)....Pages 105-117
 An Enhanced Differential Evolution Algorithm with New Environmental-Based Parameters for Solving Optimization Problems  (Avjeet Singh, Alok Kumar, Anoj Kumar)....Pages 119-129
 Reactive Power Optimization Approach Based on Chaotic Particle Swarm Optimization  (Fengqiang Li, Lianjun Song, Bo Cong)....Pages 131-137
Front Matter ....Pages 139-139
 Data Mining Model for Better Admissions in Higher Educational Institutions (HEIs)—A Case Study of Bahrain  (Subhashini Sailesh Bhaskaran, Mansoor Al Aali)....Pages 141-150
 The Effectiveness of Renewable Energies Projects in Kuwait—PAAET Solar Energy Project  (Majed Alhajeri, Wathek Ramez)....Pages 151-164
 Skin Lesion Analyser: An Efficient Seven-Way Multi-class Skin Cancer Classification Using MobileNet  (Saket S. Chaturvedi, Kajol Gupta, Prakash S. Prasad)....Pages 165-176
 Real-Time Object Detection in Remote Sensing Images Using Deep Learning  (Vijender Busi Reddy, K. Pramod Kumar, S. Venkataraman, V. Raghu Venkataraman)....Pages 177-186
 Malaria Detection Using Convolutional Neural Network  (Pankaj Pundir, Shivam Aggarwal, Maroti Deshmukh)....Pages 187-195
 Drone-Based Face Recognition Using Deep Learning  (Adam Deeb, Kaushik Roy, Kossi D. Edoh)....Pages 197-206
 Traffic Sign Recognition for Self-driving Cars with Deep Learning  (Daniel Xie, Emmanuel Nuakoh, Prosenjit Chatterjee, Ashkan Ghattan, Kossi Edoh, Kaushik Roy)....Pages 207-217
 Identifying the Association Rule to Determine the Possibilities of Cardio Vascular Diseases (CVD)  (Avijit Kumar Chaudhuri, Anirban Das, Madhumita Addy)....Pages 219-229
 Prediction of Service-Level Agreement Violation in Cloud Computing Using Bayesian Regularisation  (Archana Pandita, Prabhat Kumar Upadhyay, Nisheeth Joshi)....Pages 231-242
 A New Methodology for Language Identification in Social Media Code-Mixed Text  (Yogesh Gupta, Ghanshyam Raghuwanshi, Aprna Tripathi)....Pages 243-254
 Detecting Influencers in Social Networks Through Machine Learning Techniques  (Rishabh Makhija, Syed Ali, R. Jaya Krishna)....Pages 255-266
 Application and Analysis of K-Means Algorithms on a Decision Support Framework for Municipal Solid Waste Management  (Narendra Sharma, Ratnesh Litoriya, Akhilesh Sharma)....Pages 267-276
 Android Rogue Application Detection Using Image Resemblance and Reduced LDA  (Saket Acharya, Umashankar Rawat, Roheet Bhatnagar)....Pages 277-287
 An Indexed Non-probability Skyline Query Processing Framework for Uncertain Data  (Ma’aruf Mohammed Lawal, Hamidah Ibrahim, Nor Fazlida Mohd Sani, Razali Yaakob)....Pages 289-301
 Analysis of Operational Control Mode of Intelligent Distribution Grids with Multi-microgrid  (Yi Zhao, Jilai Yu, Danyang Guo, Mingfei Ban)....Pages 303-311
Front Matter ....Pages 313-313
 Skin Lesion Classification: A Transfer Learning Approach Using EfficientNets  (Vandana Miglani, MPS Bhatia)....Pages 315-324
 Change Footprint Pattern Analysis of Crime Hotspot of Indian Districts  (Mohd Shamsh Tabarej, Sonajharia Minz)....Pages 325-335
 Itemset Mining Based Episode Profiling of Terrorist Attacks Using Weighted Ontology  (Saurabh Ranjan Srivastava, Yogesh Kumar Meena, Girdhari Singh)....Pages 337-348
 Regulatory Technology (RegTech) and Money Laundering Prevention: Exploratory Study from Bahrain  (Meaad Turki, Allam Hamdan, Jasim Al Ajmi, Anjum Razzaque)....Pages 349-359
 A Cognitive Knowledge Base for Learning Disabilities Using Concept Analysis  (M. Srivani, T. Mala, S. Abirami)....Pages 361-372
 Native Monkey Detection Using Deep Convolution Neural Network  (Pankaj Kumar, Mitalee Shingala)....Pages 373-383
 Evaluation and Summarization of Student Feedback Using Sentiment Analysis  (Neeraj Sharma, Vaibhav Jain)....Pages 385-396
 Predicting Competitive Weightlifting Performance Using Regression and Tree-Based Algorithms  (Uma Mahajan, Anup Krishnan, Vineet Malhotra, Deep Sharma, Sharad Gore)....Pages 397-415
 Predicting the Primary Dominant Personality Trait of Perceived Leaders by Mapping Linguistic Cues from Social Media Data onto the Big Five Model  (P. S. Dandannavar, S. R. Mangalwede, P. M. Kulkarni)....Pages 417-428
 Analysis of Users Behavior on Micro-blogging Site Using a Topic  (Deepanshu Bharadwaj, Aprna Tripathi, Aman Agrawal, Mohd. Aamir Khan)....Pages 429-438
 Machine Learning Techniques for Short-Term Forecasting of Wind Power Generation  (Yogesh Gupta, Amit Saraswat)....Pages 439-448
 Integrated Process Management System of Smart Substation Secondary Side Based on Practical Scheme  (Shengyang Lu, Tongwei Yu, Hai Qian, Liqun Li)....Pages 449-455
Front Matter ....Pages 457-457
 Lightweight Access Control Algorithm for Internet of Things  (Aravind Sreekumar, Ruthvik Vegunta, S. Deepthi)....Pages 459-467
 Named-Entity Recognition for Legal Documents  (Harsh Vardhan, Nitish Surana, B. K. Tripathy)....Pages 469-479
 Visual Speech Processing and Recognition  (U. B. Mahadevaswamy, M. Shashank Rao, S. Vrushab, C. Anagha, V. Sangameshwar)....Pages 481-491
 Predictive Analytics for Cardiovascular Disease Diagnosis Using Machine Learning Techniques  (Anandhavalli Muniasamy, Vasanthi Muniasamy, Roheet Bhatnagar)....Pages 493-502
 A Novel Approach for Smart-Healthcare Recommender System  (Richa Sharma, Shalli Rani)....Pages 503-512
 Heart Disorder Prognosis Employing KNN, ANN, ID3 and SVM  (Jyoti Deshmukh, Mukul Jangid, Shreeshail Gupte, Siddhartha Ghosh)....Pages 513-523
 IoT-Based Home Security System with Wireless Communication  (Juhi Jha, Praharsh R. Dubey, Pratichi Pradhan, Smitha N. Pai)....Pages 525-533
 Implementing Internet of Things in Small Businesses of Bahrain  (Abdulla Abdulla, Ali Albash, Hassan Ashoor, Allam Hamdan, Anjum Razzaque, Abdulmuttaleb Musleh et al.)....Pages 535-545
 A Comparative Study of Model-Free Reinforcement Learning Approaches  (Anant Moudgalya, Ayman Shafi, B. Amulya Arun)....Pages 547-557
 Location-Aware Security System for Smart Cities Using IoT  (V. R. Azhaguramyaa, K. Srinivasan)....Pages 559-569
 An Assessment Study of Gait Biometric Recognition Using Machine Learning  (Abdullah Mohmand, Munish Sabharwal, Isao Echizen)....Pages 571-585
Front Matter ....Pages 587-587
 A Study on Risk Management Practices in Online Banking in Bahrain  (Aysha Saud Al-Ajmi, Gagan Kukreja, Shahram Sarkani)....Pages 589-598
 Deep Learning Techniques: An Overview  (Amitha Mathew, P. Amudha, S. Sivakumari)....Pages 599-608
 A Multilayer Deep Learning Framework for Auto-content Tagging  (Shikha Jain, Ajit Kumar Jain, Shashi Pal Singh)....Pages 609-619
 Case-Based Reasoning (CBR)-Based Anemia Severity Detection System (ASDS) Using Machine Learning Algorithm  (Sumana De, Baisakhi Chakraborty)....Pages 621-632
 ECG Signal Analysis, Diagnosis and Transmission  (U. B. Mahadevaswamy, Manoj R. Poojari, Murugendra Bandrad, Pavan Kalyan Kallur, J. Jithesh)....Pages 633-648
 The Effect of Real-Time Feedback on Consumer’s Behavior in the Energy Management Sector: Empirical Study  (Muhammad Nabeel, Basel Ali, Allam Hamdan)....Pages 649-660
 Synchronization Control in Fractional Discrete-Time Systems with Chaotic Hidden Attractors  (Adel Ouannas, Giuseppe Grassi, Ahmad Taher Azar, Amina Aicha Khennaoui)....Pages 661-669
 Employment of Cryptographic Modus Operandi Based on Trigonometric Algorithm and Resistor Color Code  (Rajdeep Chowdhury, Sukhwant Kumar)....Pages 671-681
 Experimental and Dimensional Analysis Approach for Human Energy Required in Wood Chipping Process  (V. M. Sonde, P. P. Shirpurkar, M. S. Giripunje, P. P. Ashtankar)....Pages 683-691
 Impact of High-K Gate Dielectric and Work functions Variation on Electrical Characteristics of VeSFET  (Gurpurneet Kaur, Sandeep Singh Gill, Munish Rattan)....Pages 693-702
 Correlating Personality Traits to Different Aspects of Facebook Usage  (Maheshkumar B. Landge, Deepali Mahajan, C. Namrata Mahender)....Pages 703-712
 Fractional-Order Control of a Fuel Cell–Boost Converter System  (Arezki Fekik, Ahmad Taher Azar, Nashwa Ahmad Kamal, Hakim Denoun, Khaled Mohamad Almustafa, Lamine Hamida et al.)....Pages 713-724
 Battery Pack Construction Scheme Based on UPS System Reliability  (Jing Xu, Xiangluan Dong, Dongxu Dai, Changjun Shi, Wenrui Li, Yi Xiang)....Pages 725-733
 Study on Land Compensation for High-Voltage Transmission Lines in Power Grid Based on Easement  (Jingbo Liu, Ou Zhang, Tong Wu, Ping Zhang, Ruyu Zhang, Jianfeng Lin)....Pages 735-744
 Study on the Terrain of Power Network Construction Expropriation and Legal Risk Prevention  (Xiaozheng Yang, Ge Li, Songnan Liu, Di Wang, Shuangying Zhang, Xuefeng Wu)....Pages 745-754
Back Matter ....Pages 755-757