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| Link zu diesem Datensatz | https://d-nb.info/1370287356 |
| Titel | Advanced Computing and Communications: Responsible AI : 29th International Conference, ADCOM 2024, Bangalore, India, December 18–20, 2024, Proceedings / edited by Srinath Srinivasa, Srinidhi Saragur, Shivakumar Malapaka |
| Person(en) |
Srinivasa, Srinath (Herausgeber) Saragur, Srinidhi (Herausgeber) Malapaka, Shiva Kumar (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XIII, 430 p. 194 illus., 164 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-96472-5 Printed edition:: ISBN: 978-3-031-96474-9 |
| Inhalt | -- 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 |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2507010406210.052832828561 DOI: 10.1007/978-3-031-96473-2 |
| URL | https://doi.org/10.1007/978-3-031-96473-2 |
| ISBN/Einband/Preis | 978-3-031-96473-2 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2461 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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