東華大學圖書館 |

Advanced computing and communications = responsible AI : 29th International Conference, ADCOM 2024, Bangalore, India, December 18-20, 2024 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advanced computing and communications/ edited by Srinath Srinivasa, Srinidhi Saragur, Shivakumar Malapaka.
Reminder of title:	responsible AI : 29th International Conference, ADCOM 2024, Bangalore, India, December 18-20, 2024 : proceedings /
remainder title:	ADCOM 2024
other author:	Srinivasa, Srinath.
corporate name:	International Conference on Advanced Computing & Communications
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xiii, 430 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Emerging approaches towards Responsible Autonomy. -- VRSIL: A Framework for Video Recommendation Integrating Semantic Intelligence with a Large Language Model. -- Detection and Categorization of DNS over HTTPS Traffic using Lightweight Feature Selection Methods and Ensemble Classification Model. -- Improving Machine Learning Models with Hybrid Metaheuristic Algorithm for Software Defect Prediction. -- Multi-Weighted Bi-partite Graph based Hybrid Matchmaking Mechanism for Ranking. -- A Prompt-Based Transfer Learning System for Text Classification. -- Optimized ANFIS Model to predict air pollutant index of Mumbai. -- A Comprehensive Analysis of Classification Techniques for Effective Multi-Class Research Article Categorization on an Imbalanced Dataset. -- Leveraging DNS Traffic Analysis for Threat Detection using Explainable AI. -- Self-Supervised Multimodal Stance Detection with BERT and ResNet. -- Improving Model performance and Explainability of Attention-Based CNN Models on Health Image Datasets Using Grad-CAM. -- Transformer-powered Legal Jargon Simplification: An OCR-based LLM Approach for Indian Law and Justice. -- Disaster Classification Using Multimodality Techniques by Integrating Images and Text. -- English Text to Indian Sign Language Translator using SIGNIFY Algorithm. -- Transforming Legal Assistance: A Chatbot-Driven Analysis of India's Legislative Reforms. -- KMSR: A Semantics Infused Framework for Knowledge Map Generation for Radio-physics as a Strategic Domain. -- Deep Learning for Suicide Risk Detection in Reddit Posts. -- Explaining LLM Decisions: Counterfactual Chain-of-Thought Approach. -- Elevating Privacy: A Differential Privacy Infused Approach to GAN for Robust Data Synthesis for Deep Learning Models. -- TransLeakGAN: A Transformer-based Framework for Enhanced Long Text Generation. -- Finding Maximum Independent Sets using ACO GA Algorithm. -- Comprehensive Review of End-to-End Dependency Parsing with Auto-regressive Large Language Models. -- Enhancing Intrusion Detection Through Adaptive Genetic Algorithm with Crowding Distance Selection for Optimized Feature Selection from Network Traffic Data -- Novel concepts in Arrhythmia Detection : Hybrid DL Models Integrated with Farmland Fertility Algo for ECG Signal Segregation. -- SOT-MRAM Devices in Memory Hierarchy for Next-Generation Computing Systems. -- Fusion Framework Approach for Enhanced Elderly Fall Detection . -- Optimization-driven sensory data analytics and applications. -- Migration and Replacement in Main Memory and Cache in Hybrid Memory Systems. -- Can Explainable AI Build Trust in the Financial Domain: Study of an Explainable AI model for Bankruptcy Prediction. -- Rectifying Whole Brain Segmentation Errors Using a Novel Under-Segmentation Correction Method.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-96473-2
ISBN:	9783031964732

Advanced computing and communications = responsible AI : 29th International Conference, ADCOM 2024, Bangalore, India, December 18-20, 2024 : proceedings /
Advanced computing and communicationsresponsible AI : 29th International Conference, ADCOM 2024, Bangalore, India, December 18-20, 2024 : proceedings /[electronic resource] :ADCOM 2024edited by Srinath Srinivasa, Srinidhi Saragur, Shivakumar Malapaka. - Cham :Springer Nature Switzerland :2025. - xiii, 430 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,24611865-0937 ;. - Communications in computer and information science ;2461..

Emerging approaches towards Responsible Autonomy. -- VRSIL: A Framework for Video Recommendation Integrating Semantic Intelligence with a Large Language Model. -- Detection and Categorization of DNS over HTTPS Traffic using Lightweight Feature Selection Methods and Ensemble Classification Model. -- Improving Machine Learning Models with Hybrid Metaheuristic Algorithm for Software Defect Prediction. -- Multi-Weighted Bi-partite Graph based Hybrid Matchmaking Mechanism for Ranking. -- A Prompt-Based Transfer Learning System for Text Classification. -- Optimized ANFIS Model to predict air pollutant index of Mumbai. -- A Comprehensive Analysis of Classification Techniques for Effective Multi-Class Research Article Categorization on an Imbalanced Dataset. -- Leveraging DNS Traffic Analysis for Threat Detection using Explainable AI. -- Self-Supervised Multimodal Stance Detection with BERT and ResNet. -- Improving Model performance and Explainability of Attention-Based CNN Models on Health Image Datasets Using Grad-CAM. -- Transformer-powered Legal Jargon Simplification: An OCR-based LLM Approach for Indian Law and Justice. -- Disaster Classification Using Multimodality Techniques by Integrating Images and Text. -- English Text to Indian Sign Language Translator using SIGNIFY Algorithm. -- Transforming Legal Assistance: A Chatbot-Driven Analysis of India's Legislative Reforms. -- KMSR: A Semantics Infused Framework for Knowledge Map Generation for Radio-physics as a Strategic Domain. -- Deep Learning for Suicide Risk Detection in Reddit Posts. -- Explaining LLM Decisions: Counterfactual Chain-of-Thought Approach. -- Elevating Privacy: A Differential Privacy Infused Approach to GAN for Robust Data Synthesis for Deep Learning Models. -- TransLeakGAN: A Transformer-based Framework for Enhanced Long Text Generation. -- Finding Maximum Independent Sets using ACO GA Algorithm. -- Comprehensive Review of End-to-End Dependency Parsing with Auto-regressive Large Language Models. -- Enhancing Intrusion Detection Through Adaptive Genetic Algorithm with Crowding Distance Selection for Optimized Feature Selection from Network Traffic Data -- Novel concepts in Arrhythmia Detection : Hybrid DL Models Integrated with Farmland Fertility Algo for ECG Signal Segregation. -- SOT-MRAM Devices in Memory Hierarchy for Next-Generation Computing Systems. -- Fusion Framework Approach for Enhanced Elderly Fall Detection . -- Optimization-driven sensory data analytics and applications. -- Migration and Replacement in Main Memory and Cache in Hybrid Memory Systems. -- Can Explainable AI Build Trust in the Financial Domain: Study of an Explainable AI model for Bankruptcy Prediction. -- Rectifying Whole Brain Segmentation Errors Using a Novel Under-Segmentation Correction Method.

This book constitutes the refereed proceedings of the 29th International Conference on Advanced Computing and Communications, ADCOM 2024, held in Bangalore, India, during December 18-20, 2024. The 21 full papers and 9 short papers presented here were thoroughly reviewed and selected from 79 submissions. These papers focus on the recent research trends and developments in the field of Computational and Communications engineering.

ISBN: 9783031964732

Standard No.: 10.1007/978-3-031-96473-2doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.31

Advanced computing and communications = responsible AI : 29th International Conference, ADCOM 2024, Bangalore, India, December 18-20, 2024 : proceedings /
LDR:04531nmm a2200361 a 4500 001 2413289
003 DE-He213
005 20250630130241.0
006 m d
007 cr nn 008maaau
008 260205s2025 sz s 0 eng d
020 $a 9783031964732 $q (electronic bk.)
020 $a 9783031964725 $q (paper)
024 7 $a 10.1007/978-3-031-96473-2 $2 doi
035 $a 978-3-031-96473-2
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q334 $b .I61 2024
111 2 $a International Conference on Advanced Computing & Communications $n (29th : $d 2024 : $c Bangalore, India) $3 3789230
245 1 0 $a Advanced computing and communications $h [electronic resource] : $b responsible AI : 29th International Conference, ADCOM 2024, Bangalore, India, December 18-20, 2024 : proceedings / $c edited by Srinath Srinivasa, Srinidhi Saragur, Shivakumar Malapaka.
246 3 $a ADCOM 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xiii, 430 p. : $b ill. (some col.), digital ; $c 24 cm.
338 $a online resource $b cr $2 rdacarrier
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2461
505 0 $a Emerging approaches towards Responsible Autonomy. -- VRSIL: A Framework for Video Recommendation Integrating Semantic Intelligence with a Large Language Model. -- Detection and Categorization of DNS over HTTPS Traffic using Lightweight Feature Selection Methods and Ensemble Classification Model. -- Improving Machine Learning Models with Hybrid Metaheuristic Algorithm for Software Defect Prediction. -- Multi-Weighted Bi-partite Graph based Hybrid Matchmaking Mechanism for Ranking. -- A Prompt-Based Transfer Learning System for Text Classification. -- Optimized ANFIS Model to predict air pollutant index of Mumbai. -- A Comprehensive Analysis of Classification Techniques for Effective Multi-Class Research Article Categorization on an Imbalanced Dataset. -- Leveraging DNS Traffic Analysis for Threat Detection using Explainable AI. -- Self-Supervised Multimodal Stance Detection with BERT and ResNet. -- Improving Model performance and Explainability of Attention-Based CNN Models on Health Image Datasets Using Grad-CAM. -- Transformer-powered Legal Jargon Simplification: An OCR-based LLM Approach for Indian Law and Justice. -- Disaster Classification Using Multimodality Techniques by Integrating Images and Text. -- English Text to Indian Sign Language Translator using SIGNIFY Algorithm. -- Transforming Legal Assistance: A Chatbot-Driven Analysis of India's Legislative Reforms. -- KMSR: A Semantics Infused Framework for Knowledge Map Generation for Radio-physics as a Strategic Domain. -- Deep Learning for Suicide Risk Detection in Reddit Posts. -- Explaining LLM Decisions: Counterfactual Chain-of-Thought Approach. -- Elevating Privacy: A Differential Privacy Infused Approach to GAN for Robust Data Synthesis for Deep Learning Models. -- TransLeakGAN: A Transformer-based Framework for Enhanced Long Text Generation. -- Finding Maximum Independent Sets using ACO GA Algorithm. -- Comprehensive Review of End-to-End Dependency Parsing with Auto-regressive Large Language Models. -- Enhancing Intrusion Detection Through Adaptive Genetic Algorithm with Crowding Distance Selection for Optimized Feature Selection from Network Traffic Data -- Novel concepts in Arrhythmia Detection : Hybrid DL Models Integrated with Farmland Fertility Algo for ECG Signal Segregation. -- SOT-MRAM Devices in Memory Hierarchy for Next-Generation Computing Systems. -- Fusion Framework Approach for Enhanced Elderly Fall Detection . -- Optimization-driven sensory data analytics and applications. -- Migration and Replacement in Main Memory and Cache in Hybrid Memory Systems. -- Can Explainable AI Build Trust in the Financial Domain: Study of an Explainable AI model for Bankruptcy Prediction. -- Rectifying Whole Brain Segmentation Errors Using a Novel Under-Segmentation Correction Method.
520 $a This book constitutes the refereed proceedings of the 29th International Conference on Advanced Computing and Communications, ADCOM 2024, held in Bangalore, India, during December 18-20, 2024. The 21 full papers and 9 short papers presented here were thoroughly reviewed and selected from 79 submissions. These papers focus on the recent research trends and developments in the field of Computational and Communications engineering.
650 0 $a Artificial intelligence $v Congresses. $3 606815
650 0 $a Computers $x Congresses. $3 678633
650 0 $a Computer systems $v Congresses. $3 596486
650 0 $a Computer networks $v Congresses. $3 569849
650 1 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Machine Learning. $3 3382522
650 2 4 $a Data Mining and Knowledge Discovery. $3 898250
700 1 $a Srinivasa, Srinath. $3 1622245
700 1 $a Saragur, Srinidhi. $3 3789231
700 1 $a Malapaka, Shivakumar. $3 3789232
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 2461. $3 3789233
856 4 0 $u https://doi.org/10.1007/978-3-031-96473-2
950 $a Computer Science (SpringerNature-11645)