LEADER 04617nam 22005295 450 001 996647969903316 005 20250304115235.0 010 $a9783031824876$b(electronic bk.) 010 $z9783031824869 024 7 $a10.1007/978-3-031-82487-6 035 $a(MiAaPQ)EBC31942161 035 $a(Au-PeEL)EBL31942161 035 $a(CKB)37772227900041 035 $a(DE-He213)978-3-031-82487-6 035 $a(OCoLC)1511104951 035 $a(EXLCZ)9937772227900041 100 $a20250304d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMachine Learning, Optimization, and Data Science $e10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22?25, 2024, Revised Selected Papers, Part III /$fedited by Giuseppe Nicosia, Varun Ojha, Sven Giesselbach, M. Panos Pardalos, Renato Umeton 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (425 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15510 311 08$aPrint version: Nicosia, Giuseppe Machine Learning, Optimization, and Data Science Cham : Springer,c2025 9783031824869 327 $a -- Combining EEG oscillation analysis and explainable artificial intelligence for characterizing visuospatial attention. -- Fully automatic meningioma segmentation with nnUNet using T1-weighted contrast-enhanced MR images by leveraging publicly available data and different types of annotations. -- Multimodal Shannon Game with Images. -- On the Role of Activation Functions in EEG-To-Text Decoder. -- INVISIONS: Innovative Neuromorphic Vision Sensors in real-scenarios. -- Path-weight-based Pruning and SHAP-based Explanations of an ANN with fMRI Data. -- Deep learning in a bilateral brain with hemispheric specialisation. -- A compact convolutional neural network for decoding EEG functional connectivity: application to motor imagery. -- Inference of Abstraction for Human-like Probabilistic Reasoning. -- Conformal Prediction for Uncertainty Quantification in Brain Age Estimation using Random Forests Quantile Regression on MRI Features of the HCP Young Adult. -- Emotional Reactions To AI-generated Images: A Pilot Study Using Neuro physiological Measures. -- Exploring Deep Learning Models for EEG Neural Decoding. -- Transfer Learning for the Cognitive Staging Prediction in Alzheimer?s Disease. -- Inference of Abstraction for Human-like Logical Reasoning. -- Sequence Learning with Analog Neuromorphic Multi-Compartment Neurons and On-Chip Structural STDP. -- Understanding Sleep Dynamics Gathered from Wearable Devices with Ex plainable Recurrent Neural Networks. -- Brain morphometry differences across sexes revealed through Explainable Artificial Intelligence: a Human Connectome Project Young Adult study. -- Left/Right brain, human motor control and the implications for robotics. -- Predicting Psychological Well-being in HCP Young Adult Cohort using Ran dom Forests Regression and SHAP with NIHTB Emotion Battery. 330 $aThe three-volume set LNAI 15508-15510 constitutes the refereed proceedings of the 10th International Conference on Machine Learning, Optimization, and Data Science, LOD 2024, held in Castiglione della Pescaia, Italy, during September 22?25, 2024. This year, in the LOD Proceedings decided to also include the papers of the fourth edition of the Symposium on Artificial Intelligence and Neuroscience (ACAIN 2024). The 79 full papers included in this book were carefully reviewed and selected from 127 submissions. The LOD 2024 proceedings focus on machine learning, deep learning, AI, computational optimization, neuroscience and big data that includes invited talks, tutorial talks, special sessions, industrial tracks, demonstrations and oral and poster presentations of refereed papers. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15510 606 $aArtificial intelligence 606 $aArtificial Intelligence 615 0$aArtificial intelligence. 615 14$aArtificial Intelligence. 676 $a006.3 700 $aNicosia$b Giuseppe$0241374 701 $aOjha$b Varun$01726448 701 $aGiesselbach$b Sven$01736135 701 $aPardalos$b M. Panos$01789844 701 $aUmeton$b Renato$01726451 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a996647969903316 996 $aMachine Learning, Optimization, and Data Science$94325960 997 $aUNISA