Data Science and Applications : Proceedings of ICDSA 2023, Volume 1 / edited by Satyasai Jagannath Nanda, Rajendra Prasad Yadav, Amir H. Gandomi, Mukesh Saraswat.

Format:

Book

Author/Creator:

Nanda, Satyasai Jagannath.

Contributor:

Yadav, Rajendra Prasad.

Gandomi, Amir H.

Saraswat, Mukesh.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 818

Language:

English

Subjects (All):

Computational intelligence.

Artificial intelligence.

Data mining.

Internet of things.

Computational Intelligence.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Internet of Things.

Local Subjects:

Computational Intelligence.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Internet of Things.

Physical Description:

1 online resource (569 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2023), organized by Soft Computing Research Society (SCRS) and Malaviya National Institute of Technology Jaipur, India, from 14 to 15 July 2023. The book is divided into four volumes, and it covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.

Contents:

Climate Change Parameter Dataset (CCPD): A Benchmark Dataset for Climate Change parameters in Jammu and Kashmir

Brain Tumor Classification Using Deep Learning Techniques

Machine learning Based Hardware Trojans Detection in Integrated Circuits: A Systematic Review

Impact of Techno Stress on Employee Retention and Employee Turnover

Single image dehazing using DCP with varying scattering constant

Detecting IoT malware using federated learning

A Deep learning approach for BGP security Improvement

Wireless Sensor Network Protocols in Underwater Communication

A Genetic Algorithm Approach for Portfolio Optimization

Security Issues and Solutions in Post Quantum Authenticated Key Exchange for Mobile Devices

Towards Decentralized Fog Computing: A comprehensive review of Models, Architectures, and Services

Analysis of various MAC protocol 802.11 AX

Monkeypox Disease Classification Using HOG-SVM Method

A Deep Learning Model for Automatic Recognition of Facial Expressionsusing Haar Cascade Images

Sensing Performance Analysis using Choatic Signal based SCMA Codebook For Secure Cognitive Communication System in 5G

Identification of severity level for diabetic retinopathy detection using neural networks

Metaheuristic optimized BiLSTM univariate time-series forecasting of gold prices

Improvised Neural Machine Translation Model for Hinglish to English

Recording of Class Attendance using DL Based Face Recognition Method

Machine Learning Enabled Hairstyle Recommender System using Multilayer Perceptron

Automated Health Insurance Management Framework with Intelligent Fraud Detection, Premium Prediction and Risk Prediction

Responsible Artificial Intelligence for Music Recommendation

A robot mapping technique for indoor environments

A Novel Approach to Docking System for Autonomous Unmanned Aerial Vehicles

Predicting Brain Tumor Survival using MRI Images and Machine Learning Techniques

Intelligent Approaches of Clinical and Nonclinical Type-1 Diabetes Data Analysis

A Learning-Based Approach For Wafer Defect Detection In Production Quality Control

Setting Importance of Features through Means and Majority of Outcomes of Machine Learning Algorithms: An Empirical Analysis

A Study of Simulated Working of A* and RRT* for Cargo Ship in ASVs

ESFMS: Design of an Ensemble Sentiment analysis model for Feedback evaluation via Multimodal feature Selection process

Towards Transfer Learning based Human Anomaly Detection in Videos

Speech Signal Analysis Using Hybrid Feature Extraction Technique for Parkinson’s Disease Prediction

Dataset Construction and Evaluation for Aspect-Opinion Extraction in Bangla Fine-grained Sentiment Analysis

Improving Speaker Gender Detection by Combining Pitch and SDC

Sentiment Analysis of Covid-19 Lockdown in India

Applications of Smart Agriculture and an Automated Irrigation System Based on the Internet of Things

Sensitivity of stock pricing to the optimistic and pessimistic sentimentof social media: A shreds of evidence from Nifty Indices

Revolutionizing Cardiac Care: A Comprehensive Review of ECG-based Arrhythmia Prediction Techniques

Yoga Posture Estimation and Correction using Mediapipe & Deep Learning Models

Random Modulus Decomposition for Color Images Optical Asymmetric Cryptosystem Using Gyrator Domain

A Single Line 8T SRAM Bit Cell with Robust Read, Hold Stability and Low Power

Improving Chronic Kidney Disease Prediction using ANN with Normalization.

ISBN:

9789819978625

9819978629

OCLC:

1423132621