Advances in Artificial Intelligence and Data Engineering: Select Proceedings of AIDE 2019

✍ Scribed by Niranjan N. Chiplunkar, Takanori Fukao

• Publisher: Springer Singapore;Springer
• Year: 2021
• Tongue: English
• Leaves: 1456
• Series: Advances in Intelligent Systems and Computing 1133
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book presents selected peer-reviewed papers from the International Conference on Artificial Intelligence and Data Engineering (AIDE 2019). The topics covered are broadly divided into four groups: artificial intelligence, machine vision and robotics, ambient intelligence, and data engineering. The book discusses recent technological advances in the emerging fields of artificial intelligence, machine learning, robotics, virtual reality, augmented reality, bioinformatics, intelligent systems, cognitive systems, computational intelligence, neural networks, evolutionary computation, speech processing, Internet of Things, big data challenges, data mining, information retrieval, and natural language processing. Given its scope, this book can be useful for students, researchers, and professionals interested in the growing applications of artificial intelligence and data engineering.

✦ Table of Contents

Front Matter ....Pages i-xl
Front Matter ....Pages 1-1
NLP-Driven Ensemble-Based Automatic Subtitle Generation and Semantic Video Summarization Technique (V. B. Aswin, Mohammed Javed, Parag Parihar, K. Aswanth, C. R. Druval, Anupam Dagar et al.)....Pages 3-13
A Generalized Model for Cardiovascular Disease Classification Using Machine Learning Techniques (Ankita Naik, Nitesh Naik)....Pages 15-26
Classification of Road Accidents Using SVM and KNN (P. Joyce Beryl Princess, Salaja Silas, Elijah Blessing Rajsingh)....Pages 27-41
A Deep Convolutional Encoder-Decoder Architecture Approach for Sheep Weight Estimation (Nirav Alpesh Shah, Jaydeep Thik, Chintan Bhatt, Aboul-Ella Hassanien)....Pages 43-53
Supervised Machine Learning Model for Accent Recognition in English Speech Using Sequential MFCC Features (Dweepa Honnavalli, S. S. Shylaja)....Pages 55-66
A Two-Level Approach to Color Space-Based Image Segmentation Using Genetic Algorithm and Feed-Forward Neural Network (B. S. Sathish, P. Ganesan, L. M. I. Leo Joseph, K. Palani, R. Murugesan)....Pages 67-78
Braille Cell Segmentation and Removal of Unwanted Dots Using Canny Edge Detector (Vishwanath Venkatesh Murthy, M. Hanumanthappa, S. Vijayanand)....Pages 79-87
Real-Time Detection of Distracted Drivers Using a Deep Neural Network and Multi-threading (Ajay Narayanan, V. Aiswaryaa, Aswesh T. Anand, Nalinadevi Kadiresan)....Pages 89-100
Analysing the Practicality of Drawing Inferences in Automation of Commonsense Reasoning (Chandan Hegde, K. Ashwini)....Pages 101-108
Segmentation and Detection of Glioma Using Deep Learning (Navneeth Krishna, Mahammad Rumaan Khalander, Nandan Shetty, S. N. Bharath Bhushan)....Pages 109-120
Character Recognition of Tulu Script Using Convolutional Neural Network (Sachin Bhat, G. Seshikala)....Pages 121-131
Exploring the Performance of EEG Signal Classifiers for Alcoholism (Nishitha Lakshmi, Rani Adhaduk, Nidarsh Nithyananda, S. Rashwin Nonda, K. Pushpalatha)....Pages 133-148
Type-2 Tetradecagonal Fuzzy Number (A. Rajkumar, C. Sagaya Nathan Stalin)....Pages 149-157
Critical Path Problem Through Intuitionistic Triskaidecagonal Fuzzy Number Using Two Different Algorithms (N. Jose Parvin Praveena, C. Sagaya Nathan Stalin, A. Rajkumar)....Pages 159-167
Genetic-Neuro-Fuzzy Controller for Indirect Vector-Controlled Induction Motor Drive (B. T. Venu Gopal, H. R. Ramesh, E. G. Shivakumar)....Pages 169-178
Artificial Intelligence-Based Chatbot Framework with Authentication, Authorization, and Payment Features (Deena Deepika Cutinha, Niranjan N. Chiplunkar, Shazad Maved, Arun Bhat)....Pages 179-187
Disease Recognition in Sugarcane Crop Using Deep Learning (Hashmat Shadab Malik, Mahavir Dwivedi, S. N. Omkar, Tahir Javed, Abdul Bakey, Mohammad Raqib Pala et al.)....Pages 189-206
Deep Learning-Based Car Damage Classification and Detection (Mahavir Dwivedi, Hashmat Shadab Malik, S. N. Omkar, Edgar Bosco Monis, Bharat Khanna, Satya Ranjan Samal et al.)....Pages 207-221
Sparse Reflectance Map-Based Fabric Characterization (Kayan K. Katrak, Rithvik Chandan, Sirisha Lanka, G. M. Chitra, S. S. Shylaja)....Pages 223-235
A Risk Assessment Model for Patients Suffering from Coronary Heart Disease Using a Novel Feature Selection Algorithm and Learning Classifiers (Sujata Joshi, Mydhili K. Nair)....Pages 237-249
Toward Artificial Social Intelligence: A Semi-supervised, Split Decoder Approach to EQ in a Conversational Agent (Shruthi Shankar, V. Sruthi, Vibha Satyanarayana, Bhaskarjyoti Das)....Pages 251-265
Matrix Factorization for Recommendation System (T Lekshmi Priya, Harikumar Sandhya)....Pages 267-280
A Reinforcement Learning Approach to Inventory Management (Apoorva Gokhale, Chirag Trasikar, Ankit Shah, Arpita Hegde, Sowmiya Raksha Naik)....Pages 281-297
Human Resource Working Prediction Based on Logistic Regression (Anusha Hegde, G. Poornalatha)....Pages 299-306
Kansei Knowledge-Based Human-Centric Digital Interface Design Using BP Neural Network (Huiliang Zhao, Jian Lyu, Xiang Liu, Weixing Wang)....Pages 307-317
DST-ML-EkNN: Data Space Transformation with Metric Learning and Elite k-Nearest Neighbor Cluster Formation for Classification of Imbalanced Datasets (Seba Susan, Amitesh Kumar)....Pages 319-328
Classification Study and Prediction of Cervical Cancer (Kaushik Suresh)....Pages 329-347
English Transliteration of Kannada Words with Anusvara and Visarga (Savitha Shetty, Saritha Shetty, Sarika Hegde, Karuna Pandit)....Pages 349-361
An Ensembled Scale-Space Model of Deep Convolutional Neural Networks for Sign Language Recognition (Neena Aloysius, M. Geetha)....Pages 363-375
A Survey on Deep Learning-Based Automatic Text Summarization Models (P. G. Magdum, Sheetal Rathi)....Pages 377-392
Automatic Multi-disease Diagnosis and Prescription System Using Bayesian Network Approach for Clinical Decision Making (P. Laxmi, Deepa Gupta, G. Radhakrishnan, J. Amudha, Kshitij Sharma)....Pages 393-409
Artificial Intelligence Techniques for Predicting Type 2 Diabetes ( Ramyashree, P. S. Venugopala, Debmalya Barh, B. Ashwini)....Pages 411-430
Predictive Analysis of Malignant Disease in Woman Using Machine Learning Techniques ( Akshaya, R. Pranam Betrabet, C. V. Aravinda)....Pages 431-438
Study on Automatic Speech Therapy System for Patients (Supriya B. Rao, Sarika Hegde, Surendra Shetty)....Pages 439-453
Front Matter ....Pages 455-455
The Design of Multiuser BGN Encryption with Customized Multiple Pollard’s Lambda Search Instances to Solve ECDLP in Finite Time (Santosh Javheri, Uday Kulkarni)....Pages 457-470
Internet Addiction Predictor: Applying Machine Learning in Psychology (S. N. Suma, Poornima Nataraja, Manoj Kumar Sharma)....Pages 471-481
An Approach Toward Stateless Chatbots with the Benefit of Tensorflow Over Spacy Pipeline ( Chaithra, Roshan Fernandes, Anisha P. Rodrigues, Venkatesh)....Pages 483-496
Enhanced Processing of Input Data in Clustering Techniques of Data Mining Algorithms (K. Sampath Kini, B. H. Karthik Pai)....Pages 497-502
A Comparative Analysis of MFIs in India Using ANOVA and Logistic Regression Model (M. G. Deepika, P. Sarika)....Pages 503-515
Practical Analysis of Representative Models in Classifier: A Review (Angela Mathew, Sangeetha Jamal)....Pages 517-527
Exponential Cipher Based on Residue Number System and Its Application to Image Security (Sagar Ramesh Pujar, Achal Ramanath Poonja, Ganesh Aithal)....Pages 529-541
Using Machine Learning and Data Analytics for Predicting Onset of Cardiovascular Diseases—An Analysis of Current State of Art (P. R. Mahalingam, J. Dheeba)....Pages 543-557
Analysis of the Nearest Neighbor Classifiers: A Review (Yash Agarwal, G. Poornalatha)....Pages 559-570
Analysis of Automated Log Template Generation Methodologies (Anoop Mudholkar, Varun Mokhashi, Deepak Nayak, Vaishnavi Annavarjula, Mahesh Babu Jayaraman)....Pages 571-588
Fraud Detection in Online Transactions Using Machine Learning Approaches—A Review (H. Dhanushri Nayak, Deekshita, L. Anvitha, Anusha Shetty, Divya Jennifer D’Souza, Minu P. Abraham)....Pages 589-599
Encryption and Decryption for Network Security Using Reverse Context-Free Grammar Productions (Aishwarya R. Parab, Teslin Jacob)....Pages 601-613
A Survey on State-of-the-Art Applications of Variable Length Chromosome (VLC) Based GA (Ravi Domala, Upasna Singh)....Pages 615-630
A Multi-level Access Technique for Privacy-Preserving Perturbation in Association Rule Mining (N. Komal Kumar, D. Vigneswari)....Pages 631-645
LSB and RLE Based Approach for Increasing Payload and Security of Stego Images (Rupali Sanjay Pawar)....Pages 647-658
Adaptive MoD Chatbot: Toward Providing Contextual Corporate Summarized Document as Suggestions and Reported Issue Ticket Routing (Shiva Prasad Nayak, Archana Rai, Kiran Vankataramanappa, Jalak Arvindkumar Pansuriya, Joerg Singler)....Pages 659-674
Classification of Text Documents (Pushpa B. Patil, Dakshayani M. Ijeri)....Pages 675-685
Fine-Grained Sentiment Rating of Online Reviews with Deep-RNN (Ramesh Wadawadagi, Veerappa Pagi)....Pages 687-700
Analysis of Strategic Market Management in Light of Stochastic Processes, Recurrence Relation, Abelian Group and Expectation (Prasun Chakrabarti, Tulika Chakrabarti, Siddhant Bane, Biswajit Satpathy, Indranil SenGupta, Jonathan Andrew Ware)....Pages 701-710
Peer-to-Peer Distributed Storage Using InterPlanetary File System (A. Manoj Athreya, Ashwin A. Kumar, S. M. Nagarajath, H. L. Gururaj, V. Ravi Kumar, D. N. Sachin et al.)....Pages 711-721
Knowledge Base Representation of Emails Using Ontology for Spam Filtering (V. Bindu, Ciza Thomas)....Pages 723-735
Clinical Significance of Measles and Its Prediction Using Data Mining Techniques: A Systematic Review (Abhishek S. Rao, Demian Antony D’Mello, R. Anand, Sneha Nayak)....Pages 737-759
A Survey on Graphical Authentication System Resisting Shoulder Surfing Attack (S. Arun Kumar, R. Ramya, R. Rashika, R. Renu)....Pages 761-770
Analysis of Stock Market Fluctuations Incidental to Internet Trends (Vinayaka R. Kamath, Nikhil V. Revankar, Gowri Srinivasa)....Pages 771-792
Pseudo Random Number Generation Based on Genetic Algorithm Application (V. Pushpalatha, K. B. Sudeepa, H. N. Mahendra)....Pages 793-808
Analysis of an Enhanced Dual RSA Algorithm Using Pell’s Equation to Hide Public Key Exponent and a Fake Modulus to Avoid Factorization Attack (K. R. Raghunandan, Rovita Robert Dsouza, N. Rakshith, Surendra Shetty, Ganesh Aithal)....Pages 809-823
A New Approach on Advanced Encryption Standards to Improve the Secrecy and Speed Using Nonlinear Output Feedback Mode (Dodmane Radhakrishna, Aithal Ganesh, Shetty Surendra)....Pages 825-840
Cyber-Bullying Detection: A Comparative Analysis of Twitter Data (Jyothi Shetty, K. N. Chaithali, Aditi M. Shetty, B. Varsha, V. Puthran)....Pages 841-855
An Optimal Wavelet Detailed-Coefficient Determination Using Time-Series Clustering (C. I. Johnpaul, Munaga V. N. K. Prasad, S. Nickolas, G. R. Gangadharan, Marco Aiello)....Pages 857-872
A Novel Data Hiding Technique with High Imperceptibility Using a 3-Input Majority Function and an Optimal Pixel Adjustment (P. V. Sabeen Govind, M. Y. Shiju Thomas, M. V. Judy)....Pages 873-882
Designing and Testing of Data Acquisition System for Satellite Using MIL-STD-1553 (B. L. Lavanya, M. N. Srinivasa)....Pages 883-898
Optimizing People Sourcing Through Semantic Matching of Job Description Documents and Candidate Profile Using Improved Topic Modelling Techniques (Lorick Jain, M. A. Harsha Vardhan, Ganesh Kathiresan, Ananth Narayan)....Pages 899-908
Mining Associations Rules Between Attribute Value Clusters (Shankar B. Naik)....Pages 909-917
Machine Learning Approach to Stock Prediction and Analysis (Bhal Chandra Ram Tripathi, T. Satish Kumar, R. Krishna Prasad, Visheshwar Pratap Singh)....Pages 919-927
A Novel Approach for Error Analysis in Classified Big Data in Health Care (S. Kavitha, Mahesh S. Nayak, M. Hanumanthappa)....Pages 929-936
Multi-join Query Optimization Using Modified ACO with GA (Vikas Kumar, Mantosh Biswas)....Pages 937-945
The Impact of Distance Measures in K-Means Clustering Algorithm for Natural Color Images (P. Ganesan, B. S. Sathish, L. M. I. Leo Joseph, K. M. Subramanian, R. Murugesan)....Pages 947-963
Designing an Adaptive Question Bank and Question Paper Generation Management System (Pankaj Dwivedi, R. Tapan Shankar, B. Meghana, H. Sushaini, B. R. Sudeep, M. R. Pooja)....Pages 965-973
Securing Media Information Using Hybrid Transposition Using Fisher Yates Algorithm and RSA Public Key Algorithm Using Pell’s Cubic Equation (K. R. Raghunandan, Shirin Nivas Nireshwalya, Sharan Sudhir, M. Shreyank Bhat, H. M. Tanvi)....Pages 975-993
Analysis of Tuberculosis Disease Using Association Rule Mining (Ankita Mohapatra, Sangita Khare, Deepa Gupta)....Pages 995-1008
Scalable Two-Phase Top-Down Specification for Big Data Anonymization Using Apache Pig (Anushree Raj, Rio D’Souza)....Pages 1009-1021
Segmentation of Lip Print Images Using Clustering and Thresholding Techniques (S. Sandhya, Roshan Fernandes, S. Sapna, Anisha P. Rodrigues)....Pages 1023-1034
Filtering-Based Text Sentiment Analysis for Twitter Dataset (Hiran Nandy, Rajeswari Sridhar)....Pages 1035-1046
A Comparative Analysis of Clustering Quality Based on Internal Validation Indices for Dimensionally Reduced Social Media Data (Shini Renjith, A. Sreekumar, M. Jathavedan)....Pages 1047-1065
Anomaly Detection for Big Data Using Efficient Techniques: A Review (Divya Jennifer D’Souza, K. R. Uday Kumar Reddy)....Pages 1067-1080
Data Science and Internet of Things for Enhanced Retail Experience (Irfan Landge, Hannan Satopay)....Pages 1081-1098
Front Matter ....Pages 1099-1099
An Experimental Study on the Effect of Noise in CCITT Group 4 Compressed Document Images (A. Narayana Sukumara, Mohammed Javed, D. K. Sreekantha, P. Nagabhushan, R. Amarnath)....Pages 1101-1112
A Neck-Floor Distance Analysis-Based Fall Detection System Using Deep Camera (Xiangbo Kong, Zelin Meng, Lin Meng, Hiroyuki Tomiyama)....Pages 1113-1120
An Introduction to Sparse Sampling on Audio Signal by Exploring Different Basis Matrices (A. Electa Alice Jayarani, Mahabaleswara Ram Bhatt, D. D. Geetha)....Pages 1121-1130
Retrieval of Facial Sketches Using Linguistic Descriptors: An Approach Based on Hierarchical Classification of Facial Attributes (S. Pallavi, M. S. Sannidhan, Abhir Bhandary)....Pages 1131-1149
Simplified SVD Feature Construction in Multiangle Images to Identify Plant Varieties and Weed Infestation (K. Ramesh, Andrews Samraj)....Pages 1151-1164
Old Handwritten Music Symbol Recognition Using Radon and Discrete Wavelet Transform (Savitri Apparao Nawade, Shivanand Rumma, Rajmohan Pardeshi, Mallikarjun Hangarge)....Pages 1165-1171
Gender Recognition from Face Images Using SIFT Descriptors and Trainable Features (Sneha Pai, Ramesha Shettigar)....Pages 1173-1186
Multiscale Anisotropic Morlet Wavelet for Texture Classification of Interstitial Lung Diseases (Manas Jyoti Das, Lipi B. Mahanta)....Pages 1187-1198
A Review of Intelligent Smartphone-Based Object Detection Techniques for Visually Impaired People (R. Devakunchari, Swapnil Tiwari, Harsh Seth)....Pages 1199-1207
Stereo Vision-Based Depth Estimation (Zelin Meng, Xiangbo Kong, Lin Meng, Hiroyuki Tomiyama)....Pages 1209-1216
A Dynamic Programming Algorithm for Energy-Aware Routing of Delivery Drones (Yusuke Funabashi, Atsuya Shibata, Shunsuke Negoro, Ittetsu Taniguchi, Hiroyuki Tomiyama)....Pages 1217-1226
Qualitative Approach of Empirical Mode Decomposition-Based Texture Analysis for Assessing and Classifying the Severity of Alzheimer’s Disease in Brain MRI Images (K. V. Sudheesh, L. Basavaraj)....Pages 1227-1253
Facial Image Indexing Using Locally Extracted Sparse Vectors (Vinayaka R. Kamath, M. Varun, S. Aswath)....Pages 1255-1270
Front Matter ....Pages 1271-1271
Smart Agro-Ecological Zoning for Crop Suggestion and Prediction Using Machine Learning: An Comprehensive Review (R. Chetan, D. V. Ashoka, B. V. Ajay Prakash)....Pages 1273-1280
Preparedness in the Aftermath of a Natural Disaster Using Multihop Ad hoc Networks—Drone-Based Approach (Getzi Jeba Leelipushpam Paulraj, Immanuel Johnraja Jebadurai, J. Jebaveerasingh)....Pages 1281-1286
An IoT-Based Congestion Control Framework for Intelligent Traffic Management System (Md. Ashifuddin Mondal, Zeenat Rehena)....Pages 1287-1297
Link Prediction on Social Attribute Network Using Lévy Flight Firefly Optimization (P. Srilatha, R. Manjula, C. Pavan Kumar)....Pages 1299-1309
Secure and Energy-Efficient Data Transmission (H. V. Chaitra, G. K. RaviKumar)....Pages 1311-1322
A Non-cooperative Game Theoretic Approach for Resource Allocation in D2D Communication (Tanya Shrivastava, Sudhakar Pandey, Pavan Kumar Mishra, Shrish Verma)....Pages 1323-1334
IoT-Based Nursery Management System (Mahendra S. Naik, Sreekantha Desai, K. V. S. S. S. S. Sairam, S. N. Chaitra)....Pages 1335-1344
Shortest Path Discovery for Area Coverage (SPDAC) Using Prediction-Based Clustering in WSN (C. N. Abhilash, S. H. Manjula, R. Tanuja, K. R. Venugopal)....Pages 1345-1357
Smart Mirror Using Raspberry Pi for Intrusion Detection and Human Monitoring (Raju A. Nadaf, Vasudha Bonal)....Pages 1359-1373
A Home Security Camera System Based on Cloud and SNS (Takuya Egashira, Lin Meng, Hiroyuki Tomiyama)....Pages 1375-1381
Design, Calibration, and Experimental Study of Low-Cost Resistivity-Based Soil Moisture Sensor for Detecting Moisture at Different Depths of a Soil (S. Sunil Kumar, Ganesh Aithal, P. Venkatramana Bhat)....Pages 1383-1397
An IoT-Based Predictive Analytics for Estimation of Rainfall for Irrigation (H. Shalini, C. V. Aravinda)....Pages 1399-1413
Smart Watering System Using MQTT Protocol in IoT ( Mukambikeshwari, Asmita Poojary)....Pages 1415-1424
Internet of Things (IoT) Enabling Technologies and Applications—A Study (D. K. Sreekantha, Ashok Koujalagi, T. M. Girish, K. V. S. S. S. S. Sairam)....Pages 1425-1442
Evaluation of Standard Models of Content Placement in Cloud-Based Content Delivery Network (Suman Jayakumar, S. Prakash, C. B. Akki)....Pages 1443-1453
IoT-Based Data Storage for Cloud Computing Applications (Ankita Shukla, Priyatam Reddy Somagattu, Vishal Krishna Singh, Mala Kalra)....Pages 1455-1464
IoT-Based Heart Rate Monitoring System (Jagadevi N. Kalshetty, P. Melwin Varghese, K. Karthik, Randhir Raj, Nitin Yadav)....Pages 1465-1475

✦ Subjects

Engineering; Computational Intelligence; Robotics and Automation; Big Data; Data Mining and Knowledge Discovery