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Advanced Computing: 13th International Conference, IACC 2023, Kolhapur, India, December 1516, 2023, Revised Selected Papers, Part I 2024 ed. [Paperback / softback]

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  • Format: Paperback / softback, 504 pages, height x width: 235x155 mm, 206 Illustrations, color; 56 Illustrations, black and white; XXVIII, 504 p. 262 illus., 206 illus. in color., 1 Paperback / softback
  • Series: Communications in Computer and Information Science 2053
  • Pub. Date: 15-Apr-2024
  • Publisher: Springer International Publishing AG
  • ISBN-10: 3031566998
  • ISBN-13: 9783031566998
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Advanced Computing: 13th International Conference, IACC 2023, Kolhapur, India, December 1516, 2023, Revised Selected Papers, Part I 2024 ed.Larger Image
  • Format: Paperback / softback, 504 pages, height x width: 235x155 mm, 206 Illustrations, color; 56 Illustrations, black and white; XXVIII, 504 p. 262 illus., 206 illus. in color., 1 Paperback / softback
  • Series: Communications in Computer and Information Science 2053
  • Pub. Date: 15-Apr-2024
  • Publisher: Springer International Publishing AG
  • ISBN-10: 3031566998
  • ISBN-13: 9783031566998
Other books in subject:
Permanent link: https://www.kriso.lv/db/9783031566998.html
Keywords:
The two-volume set CCIS 2053 and 2054 constitutes the refereed post-conference proceedings of the 13th International Advanced Computing Conference, IACC 2023, held in Kolhapur, India, during December 15–16, 2023.

The 66 full papers and 6 short papers presented in these proceedings were carefully reviewed and selected from 425 submissions. The papers are organized in the following topical sections:

Volume I:

The AI renaissance: a new era of human-machine collaboration; application of recurrent neural network in natural language processing, AI content detection and time series data analysis; unveiling the next frontier of AI advancement.

Volume II:

Agricultural resilience and disaster management for sustainable harvest; disease and abnormalities detection using ML and IOT; application of deep learning in healthcare; cancer detection using AI.
The AI Renaissance: A New Era of Human-Machine Collaboration.- Age and
Gender Estimation through Dental X-Ray Analysis.- Driver Drowsiness Detection
System Using Machine Learning Techniques.- Facial Expression Recognition:
Detection and Tracking.- Analysis and Implementation of Driver Drowsiness,
Distraction, and Detection System.- Object Detection and Depth Estimation
using Deep Learning.- Optimizing Biomass Forecasting & Supply Chain: An
Integrated Modelling Approach.- Prediction of Deposition Parameters in
Manufacturing of Ni-based Coating using ANN.- Decision Model for Cost Control
of Transmission and Transformation Projects Considering Uncertainty: a GAN
Algorithm.- Optimization Model of Construction Period in Special Construction
Scenarios of Power Transmission and Transformation Project Based on Back
Propagation Neural Network.- Vision-Based Human Activity Recognition Using
CNN & LSTM Architecture.- ML Based Rupture Strength Assessment in
Cementitious Materials.- Investigation of Power Consumption of Refrigeration
Model and its Exploratory Data Analysis (EDA) by using Machine Learning (ML)
Algorithm.- Prediction of Emission Characteristics of Spark Ignition Engines
with Premium Level Gasoline-Ethanol-Alkane Blends using Machine
Learning.- Depression Detection Using Distribution of Microstructures from
Actigraph Information.- ELECTRA: A Comprehensive Ecosystem for Electric
Vehicles and Intelligent Transportation using YOLO.- Application of Recurrent
Neural Network in Natural Language Processing, AI Content Detection and Time
Series Data Analysis.- Story Generation using GAN, RNN & LSTM.- Analysis of
Effectiveness of Indian Political Campaigns on Twitter.- Voice Enabled Form
Filling Using Hidden Markov Models.- Bayesian Network Model based Classifiers
are used in an Intelligent E-learning System.- Where You Think Stock Takes
with the Linear Regression Model.- Analysis of Parent with Fine Tuned Large
Language Model.- AI Content Detection.- Developing an Efficient Toxic Comment
Detector using Machine Learning Techniques.- Handwritten English Alphabets
Recognition System.- Stock Price Prediction using Time
Series.- Multi-Featured Speech Emotion Recognition Using Extended
Convolutional Neural Network.- Large Language Models for Search Engine
Optimization in E-commerce.- Handwritten Equation Solver: A Game-Changer in
Mathematical Problem Solving.- Unveiling the Next Frontier of AI
Advancement.- Advancing Image Classification through Self-Teachable Machine
Models and Transfer Learning.- Analysis Effect of K Values Used in K-Fold
Cross Validation for Enhancing Performance of Machine Learning Model with
Decision Tree.- The Forward-Forward Algorithm: Analysis and
Discussion.- Texture Feature Extraction Using Local Optimal Oriented Pattern
(LOOP).- Feature Fusion and Early Prediction of Mental health using Hybrid
Squeeze-MobileNet.- Exploring the Usability of Quantum Machine Learning for
EEG Signal Classification.- Adaptive Coronavirus Mask Protection Algorithm
Enabled Deep Learning for Brain Tumor Detection and
Classification.- Enhancing Hex Strategy: AI Based Two-Distance Pruning
Approach with Pattern-Enhanced Alpha-Beta Search.- IRBM: Incremental
Restricted Boltzmann Machines for Concept Drift Detection and Adaption in
Evolving Data Streams.- Revisiting Class Imbalance: A Generalized Notion for
Oversampling.- Unveiling Efficiency: Loan Application Process Optimization
Using PM4Py Tool.