Proceedings of International Conference on Artificial Intelligence and Applications: ICAIA 2020

✍ Scribed by Poonam Bansal, Meena Tushir, Valentina Emilia Balas, Rajeev Srivastava

• Publisher: Springer Singapore;Springer
• Year: 2021
• Tongue: English
• Leaves: 604
• Series: Advances in Intelligent Systems and Computing 1164
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book gathers high-quality papers presented at the International Conference on Artificial Intelligence and Applications (ICAIA 2020), held at Maharaja Surajmal Institute of Technology, New Delhi, India, on 6–7 February 2020. The book covers areas such as artificial neural networks, fuzzy systems, computational optimization technologies and machine learning.

✦ Table of Contents

Front Matter ....Pages i-xx
Front Matter ....Pages 1-1
Analysis of Breast Cancer Detection Techniques Using RapidMiner (Adhish Nanda, Aman Jatain)....Pages 3-14
Software Cost Estimation Using LSTM-RNN (Anupama Kaushik, Nisha Choudhary, Priyanka)....Pages 15-24
Artificial Neural Network (ANN) to Design Microstrip Transmission Line (Mohammad Ahmad Ansari, Poonam Agarwal, Krishnan Rajkumar)....Pages 25-33
Classifying Breast Cancer Based on Machine Learning (Archana Balyan, Yamini Singh, Shashank)....Pages 35-44
Comparison of Various Statistical Techniques Used in Meta-analysis (Meena Siwach, Rohit Kapoor)....Pages 45-56
Stress Prediction Model Using Machine Learning (Kavita Pabreja, Anubhuti Singh, Rishabh Singh, Rishita Agnihotri, Shriam Kaushik, Tanvi Malhotra)....Pages 57-68
Finger Vein Recognition Using Deep Learning (Bhavya Chawla, Shikhar Tyagi, Rupav Jain, Archit Talegaonkar, Smriti Srivastava)....Pages 69-78
Front Matter ....Pages 79-79
Secure Communication: Using Double Compound-Combination Hybrid Synchronization (Pushali Trikha, Lone Seth Jahanzaib)....Pages 81-91
Fractional Inverse Matrix Projective Combination Synchronization with Application in Secure Communication (Ayub Khan, Lone Seth Jahanzaib, Pushali Trikha)....Pages 93-101
Cryptosystem Based on Hybrid Chaotic Structured Phase Mask and Hybrid Mask Using Gyrator Transform (Shivani Yadav, Hukum Singh)....Pages 103-111
PE File-Based Malware Detection Using Machine Learning ( Namita, Prachi)....Pages 113-123
Intelligence Graphs for Threat Intelligence and Security Policy Validation of Cyber Systems (Vassil Vassilev, Viktor Sowinski-Mydlarz, Pawel Gasiorowski, Karim Ouazzane, Anthony Phipps)....Pages 125-139
Anomaly Detection Using Federated Learning (Shubham Singh, Shantanu Bhardwaj, Hemlatha Pandey, Gunjan Beniwal)....Pages 141-148
Enhanced Digital Image Encryption Using Sine Transformed Complex Chaotic Sequence (Vimal Gaur, Rajneesh Kumar Gujral, Anuj Mehta, Nikhil Gupta, Rudresh Bansal)....Pages 149-160
Front Matter ....Pages 161-161
A Low-Power Ring Voltage-Controlled Oscillator with MOS Resistor Tuning for Wireless Application (Dileep Dwivedi, Manoj Kumar)....Pages 163-171
Fuzzy Logic Control D-STATCOM Technique (Shikha Gupta, Muskan)....Pages 173-183
Comparative Study on Machine Learning Classifiers for Epileptic Seizure Detection in Reference to EEG Signals (Samriddhi Raut, Neeru Rathee)....Pages 185-194
Design Fundamentals: Iris Waveguide Filters Versus Substrate Integrated Waveguide (SIW) Bandpass Filters (Aman Dahiya, Deepti Deshwal)....Pages 195-202
FPGA Implementation of Recursive Algorithm of DCT (Riya Jain, Priyanka Jain)....Pages 203-212
Classification of EEG Signals for Hand Gripping Motor Imagery and Hardware Representation of Neural States Using Arduino-Based LED Sensors (Deepanshi Dabas, Ayushi, Mehak Lakhani, Bharti Sharma)....Pages 213-224
Bandwidth and Gain Enhancement Techniques of DRA Antenna (Richa Gupta, Garima Bakshi)....Pages 225-231
Front Matter ....Pages 233-233
TODD: Time-Aware Opinion Dynamics Diffusion Model for Online Social Networks (Aditya Lahiri, Yash Kumar Singhal, Adwitiya Sinha)....Pages 235-245
Spectral Graph Theory-Based Spatio-spectral Filters for Motor Imagery Brain–Computer Interface (Jyoti Singh Kirar, Ankita Verma)....Pages 247-256
Discovering Mutated Motifs in DNA Sequences: A Comparative Analysis (Rajat Parashar, Mansi Goel, Nikitasha Sharma, Abhinav Jain, Adwitiya Sinha, Prantik Biswas)....Pages 257-269
Classification of S&P 500 Stocks Based on Correlating Market Trends (Minakshi Tomer, Vaibhav Anand, Raghav Shandilya, Shubham Tiwari)....Pages 271-278
Blockchain and Industrial Internet of Things: Applications for Industry 4.0 (Mahesh Swami, Divya Verma, Virendra P. Vishwakarma)....Pages 279-290
Opinion Mining to Aid User Acceptance Testing for Open Beta Versions (Rohit Beniwal, Minni Jain, Yatin Gupta)....Pages 291-301
Front Matter ....Pages 303-303
A Genesis of an Effective Clustering-Based Fusion Descriptor for an Image Retrieval System (Shikha Bhardwaj, Gitanjali Pandove, Pawan Kumar Dahiya)....Pages 305-316
MR Image Synthesis Using Generative Adversarial Networks for Parkinson’s Disease Classification (Sukhpal Kaur, Himanshu Aggarwal, Rinkle Rani)....Pages 317-327
Chest X-Ray Images Based Automated Detection of Pneumonia Using Transfer Learning and CNN (Saurabh Thakur, Yajash Goplani, Sahil Arora, Rohit Upadhyay, Geetanjali Sharma)....Pages 329-335
Relative Examination of Texture Feature Extraction Techniques in Image Retrieval Systems by Employing Neural Network: An Experimental Review (Shefali Dhingra, Poonam Bansal)....Pages 337-349
Machine Learning Based Automatic Prediction of Parkinson’s Disease Using Speech Features (Deepali Jain, Arnab Kumar Mishra, Sujit Kumar Das)....Pages 351-362
Local Binary Pattern Based ELM for Face Identification (Bhawna Ahuja, Virendra P. Vishwakarma)....Pages 363-369
Front Matter ....Pages 371-371
Binary Particle Swarm Optimization Based Feature Selection (BPSO-FS) for Improving Breast Cancer Prediction (Arnab Kumar Mishra, Pinki Roy, Sivaji Bandyopadhyay)....Pages 373-384
Repulsion-Based Grey Wolf Optimizer (Ankita Wadhwa, Manish Kumar Thakur)....Pages 385-394
LFC of Thermal System with Combination of Renewable Energy Source and Ultra-Capacitor (Arindita Saha, Lalit Chandra Saikia, Naladi Ram Babu)....Pages 395-405
Economic Load Dispatch with Valve Point Loading Effect Using Optimization Techniques (Sachin Prakash, Jyoti Jain, Shahbaz Hasnat, Nikhil Verma, Sachin)....Pages 407-416
Training Multi-Layer Perceptron Using Population-Based Yin-Yang-Pair Optimization (Mragank Shekhar)....Pages 417-425
Maiden Application of Hybrid Crow-Search Algorithm with Particle Swarm Optimization in LFC Studies (Naladi Ram Babu, Lalit Chandra Saikia, Sanjeev Kumar Bhagat, Arindita Saha)....Pages 427-439
Front Matter ....Pages 441-441
Hybrid KFCM-PSO Clustering Technique for Image Segmentation (Jyoti Arora, Meena Tushir)....Pages 443-451
Performance Analysis of Different Kernel Functions for MRI Image Segmentation (Jyoti Arora, Meena Tushir)....Pages 453-462
A Novel Approach for Predicting Popularity of User Created Content Using Geographic-Economic and Attention Period Features ( Divya, Vikram Singh, Naveen Dahiya)....Pages 463-470
Medical Assistance Using Drones for Remote Areas (Vanita Jain, Nalin Luthra)....Pages 471-479
The Curious Case of Modified Merge Sort (Harsh Sagar Garg, Vanita Jain, Gopal Chaudhary)....Pages 481-487
Effect of Activation Functions on Deep Learning Algorithms Performance for IMDB Movie Review Analysis (Achin Jain, Vanita Jain)....Pages 489-497
Human Activity Recognition Using Tri-Axial Angular Velocity (Surinder Kaur, Javalkar Dinesh Kumar, Gopal)....Pages 499-507
DCNN-Based Facial Expression Recognition Using Transfer Learning (Puneet Singh Lamba, Deepali Virmani)....Pages 509-520
Mobile-Based Prediction Framework for Disease Detection Using Hybrid Data Mining Approach (Megha Rathi, Ayush Gupta)....Pages 521-530
Front Matter ....Pages 531-531
Nested Sparse Classification Method for Hierarchical Information Extraction (Gargi Mishra, Virendra P. Vishwakarma)....Pages 533-542
A Robust Surf-Based Online Human Tracking Algorithm Using Adaptive Object Model (Anshul Pareek, Vsudha Arora, Nidhi Arora)....Pages 543-551
Emotion-Based Hindi Music Classification (Deepti Chaudhary, Niraj Pratap Singh, Sachin Singh)....Pages 553-563
Analysis of Offset Quadrature Amplitude Modulation in FBMC for 5G Mobile Communication (Ayush Kumar Agrawal, Manisha Bharti)....Pages 565-572
Design and Analysis of 2D Extended Reed–Solomon Code for OCDMA (Manisha Bharti)....Pages 573-581
A Computationally Efficient Real-Time Vehicle and Speed Detection System for Video Traffic Surveillance (Ritika Bhardwaj, Anuradha Dhull, Meghna Sharma)....Pages 583-594
A Novel Data Prediction Technique Based on Correlation for Data Reduction in Sensor Networks (Khushboo Jain, Arun Agarwal, Anoop Kumar)....Pages 595-606
Image Enhancement Using Exposure and Standard Deviation-Based Sub-image Histogram Equalization for Night-time Images (Upendra Kumar Acharya, Sandeep Kumar)....Pages 607-615
Back Matter ....Pages 617-619

✦ Subjects

Engineering; Computational Intelligence; Big Data; Communications Engineering, Networks