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| Link zu diesem Datensatz | https://d-nb.info/1381141986 |
| Titel | Advances in Computational Collective Intelligence : 17th International Conference, ICCCI 2025, Ho Chi Minh City, Vietnam, November 12–15, 2025, Proceedings, Part II / edited by Ngoc Thanh Nguyen, Vu Dinh Duc Anh, Adrianna Kozierkiewicz, Sinh Nguyen Van, Manuel Nunez, Jan Treur, Gottfried Vossen |
| Person(en) |
Nguyen, Ngoc Thanh (Herausgeber) Dinh Duc Anh, Vu (Herausgeber) Kozierkiewicz, Adrianna (Herausgeber) Nguyen Van, Sinh (Herausgeber) Nunez, Manuel (Herausgeber) Treur, Jan (Herausgeber) Vossen, Gottfried (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XXIV, 513 p. 195 illus., 165 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-032-10208-9 Printed edition:: ISBN: 978-3-032-10210-2 |
| Inhalt | -- Deep Learning Techniques. -- AERNN4RP: An Attention-Enriched Recurrent Neural Network for Rainfall Prediction. -- Drone-based Autonomous Navigation and Victim Detection Using Deep Learning Technique for Non-GPS In-Building Environments. -- Defensive Strategy for Explainability in Deep Neural Networks Under Adversarial Attacks. -- Balancing Water Quality using Efficient Deep Learning Configuration for Aquaponics Application. -- Comparative Analysis of CNN Architectures for Boxing Punch Detection. -- ResNet-Based Pandemic Keyword Spotting in Continuous Multilingual Speech: A Study in UNESCO’s Audio Messages for Rapid Health Response. -- SignBart – New approach with the skeleton sequence for Isolated Sign language Recognition. -- Semantic Communication with Transformer and Knowledge Distillation for Language Translation. -- Social Networks and Intelligent Systems. -- Will they spread it or unmask it? Designing a method for questionnaire specific data characterisation - study case on users’ reactance to fake news. -- Temporal Dynamic Networks in Infectious Disease Modeling: A review of Methods and Applications. -- GeeSanBhava: Sentiment Tagged Sinhala Music Video Comment Data Set. -- Natural Language Processing with Disaster Tweets: Predicting Crisis Events with Social Media Using Machine Learning. -- Large Language Model-Driven Approach for Automated Competency Knowledge Graph Construction in IT Domain. -- Computational Intelligence in Medical Applications. -- An Efficient Deep Learning-Based Pneumonia Detection Using Chest X-Ray Image Augmentation. -- Deep Neural Network for Early Parkinson’s Disease Detection from Offline Hand-drawing. -- Pathomic Signature for Stratification of Metastasis Risk in Colon Cancer. -- A Novel Hybrid Deep Learning Framework for Automated Malaria Parasite Detection in Microscopic Blood Smear Images. -- An Explainable AI-Based Breast Cancer Classification Combining Rule Sets and Deep Neural Networks. -- Data Mining and Machine Learning. -- Prediction of Real Estate Prices in 15 Largest Polish Cities Using Machine Learning. -- Automated Stock Trading With Q-Learning Algorithm. -- EpiPredict: A Smart Solution for Real-Time Epileptic Seizure Prediction and Alerts based on Machine Learning Models. -- Using Closed Frequent Itemsets To Explain Classification Tasks. -- Measuring Causal Effects of Online Medical Records on Medical Decision Making Using Causal Machine Learning. -- Machine learning-based Chat Bot for Diagnosing Depression: A Mental Disorder Illness. -- LogiDRS: Logical Reasoning using Discourse Relation Sense. -- From Networks to Circuits: A Structured Approach to AI Interpretability. -- Cybersecurity, Blockchain Technology and Internet of Things -- IVFDT: An Improved Very Fast Decision Tree Approach for Blockchain Data Stream Classification. -- HEMA – IDS: A Hybrid Multi Architecture Ensemble IDS for prediction of malicious network traffic. -- Secure IoT Healthcare: Federated Learning and Blockchain for Privacy-Preserving AI. -- Payload Image-Based Model for Automotive Intrusion Detection on STM32 Platform. -- WleAtNet: A Lightweight Deep Learning Model and Data Framework for Wireless Link Estimation in Resource-Constrained Internet of Things. -- Assessing the Performance Overhead of Firewall-based Intrusion Detection Systems on Home Computers. -- Stylometric and Embedding Synergy for Smishing Detection. -- Anomaly Detection in Industrial Ovens Using XGBoost and IoT Data |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2511090307580.848807620437 DOI: 10.1007/978-3-032-10209-6 |
| URL | https://doi.org/10.1007/978-3-032-10209-6 |
| ISBN/Einband/Preis | 978-3-032-10209-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2748 |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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