05014nam a22006255i 4500 978-3-031-66694-0 DE-He213 20251030112903.0 cr nn 008mamaa 240821s2024 sz | s |||| 0|eng d 9783031666940 978-3-031-66694-0 10.1007/978-3-031-66694-0 doi Q334-342 TA347.A78 UYQ bicssc COM004000 bisacsh UYQ thema Deep Learning Theory and Applications [electronic resource] : 5th International Conference, DeLTA 2024, Dijon, France, July 10–11, 2024, Proceedings, Part I / edited by Ana Fred, Allel Hadjali, Oleg Gusikhin, Carlo Sansone. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XXIII, 367 p. 153 illus., 138 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2171 Deep Learning for Wearable Biometrics -- A Deep Learning-Based Plant Disease Detection and Classification for Arabica Coffee Leaves -- CNN-N-BEATS: Novel Hybrid Model for Time-Series Forecasting -- Development and Applications of Gesture-Controlled Drones: Advances in Hand Gesture Recognition for Aerial Navigation -- Towards Natural-Sounding Speech to Text in English -- Scoping Review of Active Learning Strategies and Their Evaluation Environments for Entity Recognition Tasks -- Solar Activity Impact on Firefighter Interventions: Factors Analysis -- Detecting Flow via a Machine Learning Model in a MOOC Context -- Online Job Posting Authenticity Prediction with Machine and Deep Learning: Performance Comparison Between N-Gram and TF-IDF -- Evolving Deep Architectures: A New Blend of CNNs and Transformers Without Pre-Training Dependencies.-Closing the Sim-to-Real Gap: Enhancing Autonomous Precision Landing of UAVs with Detection-Informed Deep Reinforcement Learning -- Mitigating Class Imbalance in Healthcare AI Image Classification: Evaluating the Efficacy of Existing Generative Adversarial Network -- More than Noise: Assessing the Viscosity of Food Products Based on Sound Emission -- Vector Analysis of Deep Neural Network Training Process -- Secure Coalition Formation for Federated Machine Learning -- Action Conditioned Attention Encoder-Decoder and Discriminator for Human Motion Generation -- Citation Polarity Identification in Scientific Research Articles Using Deep Learning Methods -- Exploring Physiology-Based Classification of Flow During Musical Improvisation in Mixed Reality -- Refining Weights for Enhanced Object Similarity in Multi-Perspective 6D of Pose Estimation and 3D Object Detection -- End-to-End Video Surveillance Framework for Anomaly Detection and Person Re-Identification -- Few-Shot Learning with Novelty Detection. The two-volume set CCIS 2171 and 2172 constitutes the refereed best papers from the 5th International Conference on Deep Learning Theory and Applications, DeLTA 2024, which took place in Dijon, France, during July 10-11, 2024. The 44 papers included in these proceedings were carefully reviewed and selected from a total of 70 submissions. They focus on topics such as deep learning and big data analytics; machine-learning and artificial intelligence, etc. . Artificial intelligence. 58441 Machine learning. 55059 Application software. Data mining. 6941 Natural language processing (Computer science). 65131 Artificial Intelligence. 58441 Machine Learning. 55059 Computer and Information Systems Applications. Data Mining and Knowledge Discovery. Natural Language Processing (NLP). 66164 Fred, Ana. editor. edt http://id.loc.gov/vocabulary/relators/edt 71484 Hadjali, Allel. editor. (orcid)0000-0002-4452-1647 https://orcid.org/0000-0002-4452-1647 edt http://id.loc.gov/vocabulary/relators/edt 78788 Gusikhin, Oleg. editor. edt http://id.loc.gov/vocabulary/relators/edt 82635 Sansone, Carlo. editor. edt http://id.loc.gov/vocabulary/relators/edt 82636 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031666933 Printed edition: 9783031666957 Communications in Computer and Information Science, 1865-0937 ; 2171 66508 https://doi.org/10.1007/978-3-031-66694-0 ZDB-2-SCS ZDB-2-SXCS 62609 62609