Machine Learning, Image Processing, Network Security and Data Sciences: Second International Conference, MIND 2020, Silchar, India, July 30 - 31, 2020, Proceedings, Part II

Front Matter ....Pages i-xxiii
 Mining Composite Fuzzy Association Rules Among Nutrients in Food Recipe  (Rajkamal Sarma, Pankaj Kumar Deva Sarma)....Pages 1-10
 Evaluation of Multiplier-Less DCT Transform Using In-Exact Computing  (Uppugunduru Anil Kumar, Nishant Jain, Sumit K. Chatterjee, Syed Ershad Ahmed)....Pages 11-23
 Legal Amount Recognition in Bank Cheques Using Capsule Networks  (Nisarg Mistry, Maneesh Darisi, Rahul Singh, Meet Shah, Aditya Malshikhare)....Pages 24-37
 Log Periodic Power Law Fitting on Indian Stock Market  (Nagaraj Naik, Biju R. Mohan)....Pages 38-43
 An Automated Algorithm for Estimating Respiration Rate from PPG Signals  (Kinjarapu Manojkumar, Srinivas Boppu, M. Sabarimalai Manikandan)....Pages 44-57
 Phonemes: An Explanatory Study Applied to Identify a Speaker  (Saritha Kinkiri, Basel Barakat, Simeon Keates)....Pages 58-68
 Nutritional Status Prediction in Neonate Using Machine Learning Techniques: A Comparative Study  (Zakir Hussain, Malaya Dutta Borah)....Pages 69-83
 Handwritten Bengali Character Recognition Using Deep Convolution Neural Network  (Suprabhat Maity, Anirban Dey, Ankan Chowdhury, Abhijit Banerjee)....Pages 84-92
 Lexical Feature Based Feature Selection and Phishing URL Classification Using Machine Learning Techniques  (Bireswar Banik, Abhijit Sarma)....Pages 93-105
 Feature Selection Using PSO: A Multi Objective Approach  (Jyoti Vashishtha, Vijay Hasan Puri, Mukesh)....Pages 106-119
 An Empirical Study to Predict Myocardial Infarction Using K-Means and Hierarchical Clustering  (Md. Minhazul Islam, Shah Ashisul Abed Nipun, Majharul Islam, Md. Abdur Rakib Rahat, Jonayet Miah, Salsavil Kayyum et al.)....Pages 120-130
 A Robust Technique for End Point Detection Under Practical Environment  (Nirupam Shome, Rabul Hussain Laskar, Richik Kashyap, Sivaji Bandyopadhyay)....Pages 131-144
 An Explainable Machine Learning Approach for Definition Extraction  (Priyanshu Kumar, Aadarsh Singh, Pramod Kumar, Chiranjeev Kumar)....Pages 145-155
 Steps of Pre-processing for English to Mizo SMT System  (Chanambam Sveta Devi, Bipul Syam Purkayastha)....Pages 156-167
 Efficient Human Feature Recognition Process Using Sclera  (Raghav Kachhawaha, Pragya Gupta, Tushar Kansal, Amitava Chaudhary, Tanmay Bhowmik)....Pages 168-181
 Optimization of Local Ordering Technique for Nearest Neighbour Circuits  (Lalengmawia Chhangte, Alok Chakrabarty)....Pages 182-192
 Attention-Based English to Mizo Neural Machine Translation  (Candy Lalrempuii, Badal Soni)....Pages 193-203
 In Depth Analysis of Lung Disease Prediction Using Machine Learning Algorithms  (Ishan Sen, Md. Ikbal Hossain, Md. Faisal Hossan Shakib, Md. Asaduzzaman Imran, Faiz Al Faisal)....Pages 204-213
 Improve the Accuracy of Heart Disease Predictions Using Machine Learning and Feature Selection Techniques  (Abdelmegeid Amin Ali, Hassan Shaban Hassan, Eman M. Anwar)....Pages 214-228
 Convolutional Neural Network Based Sound Recognition Methods for Detecting Presence of Amateur Drones in Unauthorized Zones  (Ungati Ganapathi, M. Sabarimalai Manikandan)....Pages 229-244
 Comparison of Different Decision Tree Algorithms for Predicting the Heart Disease  (Deepak Saraswat, Preetvanti Singh)....Pages 245-255
 Dynamic Speech Trajectory Based Parameters for Low Resource Languages  (Parabattina Bhagath, Megha Jain, Pradip K. Das)....Pages 256-270
 Identification and Prediction of Alzheimer Based on Biomarkers Using ‘Machine Learning’  (Manash Sarma, Subarna Chatterjee)....Pages 271-284
 Solving Quadratic Assignment Problem Using Crow Search Algorithm in Accelerated Systems  (Manoj Kumar, Pinaki Mitra)....Pages 285-295
 Speech Signal Analysis for Language Identification Using Tensors  (Shubham Jain, Bhagath Parabattina, Pradip Kumar Das)....Pages 296-309
 Effective Removal of Baseline Wander from ECG Signals: A Comparative Study  (Deepankar Nankani, Rashmi Dutta Baruah)....Pages 310-324
 Face Recognition Based on Human Sketches Using Fuzzy Minimal Structure Oscillation in the SIFT Domain  (Bibek Majumder, Sharmistha Bhattacharya (Halder))....Pages 325-335
 An Ensemble Model for Predicting Passenger Demand Using Taxi Data Set  (Santosh Rajak, Ujwala Baruah)....Pages 336-346
 A Novel Approach to Synthesize Hinglish Text to English Text  (Ujwala Baruah, N. Harini, Supraja Venkatesh, Khushbu Maloo, Rahul Debnath)....Pages 347-356
 Comparative Analysis of Neural Models for Abstractive Text Summarization  (Heena Kumari, Sunita Sarkar, Vikrant Rajput, Arindam Roy)....Pages 357-368
 Fraud Detection in Credit Card Data Using Machine Learning Techniques  (Arun Kumar Rai, Rajendra Kumar Dwivedi)....Pages 369-382
 Res-VGG: A Novel Model for Plant Disease Detection by Fusing VGG16 and ResNet Models  (Ashish Kumar, Raied Razi, Anshul Singh, Himansu Das)....Pages 383-400
 A Novel Algorithm for Salient Region Detection  (Rajesh Kumar Tripathi)....Pages 401-410
 Exploiting Topic Modelling to Classify Sentiment from Lyrics  (Maibam Debina Devi, Navanath Saharia)....Pages 411-423
 Crucial Gene Identification for Esophageal Squamous Cell Carcinoma Using Differential Expression Analysis  (Pallabi Patowary, Dhruba K. Bhattacharyya)....Pages 424-436
 HRV Signal Feature Estimation and Classification for Healthcare System Based on Machine Learning  (Ranjeet Kumar, Agya Ram Verma, Manoj Kumar Panda, Papendra Kumar)....Pages 437-448
 Securing Face Recognition System Using Blockchain Technology  (Saumya Shankar, Jitendra Madarkar, Poonam Sharma)....Pages 449-460
 A Hybrid Symmetric Key Cryptography Method to Provide Secure Data Transmission  (Pankaj Kumar Keserwani, Mahesh Chandra Govil)....Pages 461-474
 Trust-Based Detection of Malicious Nodes for Wireless Mesh Networks  (Amit Kumar Roy, Ajoy Kumar Khan, Hridoy Jyoti Mahanta)....Pages 475-485
 Evidence Building for Ad Click or Web Access on Cloud  (Pankaj Kumar Keserwani, Mahesh Chandra Govil, Pilli Emmanuel Shubhakar)....Pages 486-500
 Security Analysis of MITM Attack on SCADA Network  (Debasish Deb, Sagorika Raj Chakraborty, Mahendra Lagineni, Kirani Singh)....Pages 501-512
 A Large-Scale Investigation to Identify the Pattern of App Component in Obfuscated Android Malwares  (Md. Omar Faruque Khan Russel, Sheikh Shah Mohammad Motiur Rahman, Takia Islam)....Pages 513-526
 An AHP-TOPSIS Based Framework for the Selection of Node Ranking Techniques in Complex Networks  (Kushal Kanwar, Sakshi Kaushal, Harish Kumar)....Pages 527-542
 Security Enhancement of IoT Based Smart Home Using Hybrid Technique  (Saijshree Srivastava, Shiva Prakash)....Pages 543-558
 Insider Threat Detection Based on User Behaviour Analysis  (Malvika Singh, B. M. Mehtre, S. Sangeetha)....Pages 559-574
 Layer-2 Performance Analysis of LTE-A and HetNets for 5G Networks  (Krishna Reddy, Irani Acharjamayum, Arup Bhattacharjee)....Pages 575-587
 Placement Issues in Network Function Virtualization  (Khem Prosad Sharma, Arup Bhattacharjee)....Pages 588-599
 A Novel Graph Based Approach to Predict Man of the Match for Cricket  (Kaushik Ravichandran, Lalit Gattani, Advithi Nair, Bhaskarjyoti Das)....Pages 600-611
 Construction of Identity Based Signcryption Using Learning with Rounding  (Dharminder Dharminder, Dheerendra Mishra)....Pages 612-626
 Deep Detection of Anomalies in Static Attributed Graph  (Prakhyat G. Kulkarni, S. Y. Praneet, R. B. Raghav, Bhaskarjyoti Das)....Pages 627-640
Back Matter ....Pages 641-643