Machine Intelligence and Smart Systems: Third International Conference, MISS 2023, Bhopal, India, January 24–25, 2023, Proceedings

ISBN-13: 9783031317224 / Angielski

Manish Gupta; Shikha Agrawal; Kamlesh Gupta

Opis

This book constitutes the refereed proceedings of the Third International Conference on Machine Intelligence and Smart Systems, MISS 2023, held in Bhopal, India, during January 24-25, 2023.

The 61 full papers included in this book were carefully reviewed and selected from 203 submissions. They were organized in topical sections as follows: Language processing; Recent trends; AI defensive schemes; Principle components; Deduction and prevention models.

Spis treści

Design and implementation of a High-Performance Solar-Based Wireless Sensor Network.- IoT Security: Challenges, IDS Evolution and AI Defensive schemes: A Review.- An Effective Framework for Gastrointestinal disease detection using Hybrid features.- An Integrated Best-Worst-VIKOR Method for Evaluation and Selection of Luxury Hotels in India.- Deep Learning based Novel Approach for Mammogram Classification using Densenet-169.- Attribute Based Federated-Reinforcement Learning Approach for Drone Authorization.- Chronic Kidney Disease prediction and interpretation using Explainable AI.- Systematic review and analysis of Artificial intelligence based breast cancer classification and detection.- IPCCH:  Intrusion Prevention in Cloud Computing using Honeypot.- Entropy Based Transparent and Secure Watermarking Approach Using Arnold Transform.- War of Tweets: Sentiment Analysis on Ukraine Russia Conflict.- Dual Scrambling Based Non Blind Robust and  Secure Color Watermarking Technique.- "Constrained Crow Search Algorithm Based - Deep Learning Optimized Framework for Detecting Intrusion Detection Systems in Networks".- Efficient Technique for Image Enhancement Using Generative Adversarial Network.- "An overview of Security Intelligence in IoT Applications with Learning Approaches".- Natural language processing: innovations, recent trends  and challenges.- Neural Machine Translation in Low-Resource Context:  Survey.- Implementing HRRN for evaluating Cloud performance using Reinforcement Learning.- Recommendation System for Movies Using Improved version of SOM with Hybrid Filtering Methods.- "Hierarchical Attention with Time Information based Healthcare System for Drug Recommendation and ADR Detection".- Evaluation of Different Mapping Schemes for Detection of Tandem Repeats in DNA Sequences.- Deep Learning Applications for Blockchain in Industrial IoT.- Using Machine Learning for Prediction of Obstructions for Indoor Location Systems.- A Survey on Mammogram Datasets to Develop Breast CAD System.- Privacy Threats and Protection in Artificial Intelligence and Machine Learning.- A Hybrid Approach for Preserving Source Location Privacy for Wireless Sensor Networks.- Multi-Criteria Decision Making Based Optimal Clustering Method for WSN.- Phish-EYE: A New Approach to Detect Homograph domain phishing Attack using Domain Binary Visualization and TensorFlow.-  "Effect of Cosine Decay Restart Learning Rate Scheduler on Movie Recommender System".- Combining linguistic information with BERT for Span based End-to-End Aspect Based Sentiment Analysis.- A Dimensionality Reduction Model: A Retrospective Approach on Dementia Triggering Parameters and Feature Ranking.- How Optimization Will Influence a Software Quality  Characteristics Recommendation Model.- Effective Identification of Lung Diseases using Few-Shot Learning.- Comparative Study on Classification based- Data Mining Techniques in Early Diabetes Prediction.- Optimize Machine Learning Model for Sentiment Analysis of Online Education during Covid-19 Pandemic.- N-Gram approach to preparing Crime-related Legal DataSet: A roadmap to classify Legal Text.- Review on the Challenges and Future Directions of Deep Learning-based Techniques for Advance Prediction of Cardiac Attack.- "DIFFERENT TECHNIQUES FOR DETECTING  PLANT LEAF DISEASE USING MACHINE  LEARNING".- Proposed Framework of Extensive Humanoid Design Cycle and Recent Developments in Bipedal Walk.- Natural Language Processing for Waste Management Using Public Opinions in Smart Cities.- "Handling Mouse Events using Finger’s Landmarks".- Analysis on Stock Market stream data using Kafka, AWS and Power BI.- An algorithm for estimating corrected-QT interval in the Electrocardiogram.- Prediction of Diabetes during Pregnancy through Fog Environment.- Enterprise of Fusion Cryptography-Steganographic Method for Cloud Loading Refuge    with Social Spider Optimization Algorithm.- Empirical Wavelet Transform grounded poignant ground target recognition and classification by Seismic Signal Processing.- A Powered-Up Classification of Disabling Distributed Network Cloud-Based Attacks Using MLPNN-BP and MLPNN-LM.- Stroke Prediction Framework Based on Missing Value Information and Outlier Detection by Using Machine Learning Techniques in E-Healthcare.- FOG Grounded Observing Scheme for E-Healthcare based Stroke Estimation and Alert message in IoT Environment.- An Artificial Bee Colony Improved Deep Neural Network Prototypical for Controlling Unprovoked Stroke Data in Iot Environment.- A System for Automatically Classifying Social Network Posts into Smart Cities Dimensions.- Magnetic Resonance Imaging Digitization for Brain Abnormality Recognition.- Drowsiness detection and prevention models for the elderly people: a promising design.- Comparative investigation of ELM and No-Prop processes for Clustering and Classification: An Empirical Study.- An Empirical Evaluation of Pre-Trained Convolutional  Neural Network Models for Neural Style Transfer.- Application of Theory of Nonlinear Dynamics to Study Automated Detection of Epileptic EEG Signals.- Offline Handwritten Signature Identification and Verification Using LBP features.- Writer-autonomous Offline Autograph Detection founded upon Histogram of oriented gradients (HOGs) feature.- Squared Fault and Biased Entropy for Magnetic Resonance Imaging (MRI) and Computed Tomography (CT) Image Synthesis using Firefly Algorithm.- Structured and Sparse Principle Component Analysis for Multi-Modal Data Fusion Approach.- Analysis & evaluation for segmentation of cancer in multi-parametric.