LEADER 04488nam 22006135 450 001 9910983318103321 005 20250201115258.0 010 $a9783031815423 010 $a3031815424 024 7 $a10.1007/978-3-031-81542-3 035 $a(CKB)37447515600041 035 $a(MiAaPQ)EBC31896988 035 $a(Au-PeEL)EBL31896988 035 $a(OCoLC)1496394081 035 $a(DE-He213)978-3-031-81542-3 035 $a(EXLCZ)9937447515600041 100 $a20250201d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence: Methodology, Systems, and Applications $e19th International Conference, AIMSA 2024, Varna, Bulgaria, September 18?20, 2024, Proceedings /$fedited by Petia Koprinkova-Hristova, Nikola Kasabov 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (333 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15462 311 08$a9783031815416 311 08$a3031815416 327 $a1 Multimodal Sentiment Analysis: Recognizing Sentiment in Memes -- Remote Sensing Data for Predicting Crop Growth -- Cross-lingual Style Transfer TTS for High-quality Machine Dubbing -- An Approach to Discovering, Tracking over Time, and Summarizing Publicly Available Information on a Given Topic -- Reinforcement Learning Control of Cart Pole System with Spike Timing Neural Network Actor-critic Architecture -- Predictive and Explainable Modelling in Economics on the Case Study of Remittance Prediction Using the NeuDen AI Computational Architecture -- Deep Learning for Multi-class Diagnosis of Thyroid Disorders using Selective Features -- Medical Ultrasound Image Quality Assessment using Deep Learning -- Testing the NEAT Algorithm on a PSPACE-Complete Problem -- Investigating the Regularization of Deep Neural Networks for Affect Recognition with Relevance-Guided Local Explanations -- Layered Data-Centric AI to Streamline Data Quality Practices for Enhanced Automation -- Combining Graph NN and LLM for Improved Text-based Emotion Recognition -- A Novel Study on Modelling and Adaptive Optimal Control of a Tubular Reactor Based on Gaussian Processes -- Converging Dimensions: Information Extraction and Summarization through Multisource, Multimodal, and Multilingual Fusion -- Enhancing Question Answering in Lecture Videos with a Multimodal Retrieval Augmented Generation Framework -- Agent-based Simulation Leveraging Declarative Modeling for Efficient Resource Allocation in Emergency Scenarios -- Enhancing Security in Federated Learning: Detection of Synchronized Data Poisoning Attacks -- 3 Clinical and Acquisition Data for Optimizing MGMT Methylation Status Prediction: A Comprehensive Ensemble Strategy Emphasizing Non-Invasive Approaches. 330 $aThis book constitutes the refereed proceedings of the 19th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2024, held in Varna, Bulgaria, during September 18?20, 2024. The 18 revised full papers presented in this book were carefully reviewed and selected from 23 submissions. They cover a wide range of topics in AI and its applications: natural language processing, sentiment analyses, image processing, optimization, reinforcement learning, from deep ANNs to spike timing NNs, applications in economics, medicine and process control. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15462 606 $aArtificial intelligence 606 $aNatural language processing (Computer science) 606 $aData mining 606 $aArtificial Intelligence 606 $aNatural Language Processing (NLP) 606 $aData Mining and Knowledge Discovery 615 0$aArtificial intelligence. 615 0$aNatural language processing (Computer science) 615 0$aData mining. 615 14$aArtificial Intelligence. 615 24$aNatural Language Processing (NLP). 615 24$aData Mining and Knowledge Discovery. 676 $a006.3 700 $aKoprinkova-Hristova$b Petia$01784552 701 $aKasabov$b Nikola$061744 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910983318103321 996 $aArtificial Intelligence: Methodology, Systems, and Applications$94316186 997 $aUNINA