LEADER 05811nam 22007815 450 001 9910888597003321 005 20251113200244.0 010 $a3-031-71602-7 024 7 $a10.1007/978-3-031-71602-7 035 $a(MiAaPQ)EBC31682250 035 $a(Au-PeEL)EBL31682250 035 $a(CKB)36043962500041 035 $a(DE-He213)978-3-031-71602-7 035 $a(OCoLC)1457048497 035 $a(EXLCZ)9936043962500041 100 $a20240919d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Neural Networks in Pattern Recognition $e11th IAPR TC3 Workshop, ANNPR 2024, Montreal, QC, Canada, October 10?12, 2024, Proceedings /$fedited by Ching Yee Suen, Adam Krzyzak, Mirco Ravanelli, Edmondo Trentin, Cem Subakan, Nicola Nobile 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (338 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15154 311 08$a3-031-71601-9 327 $a -- Learning Algorithms and Architectures. -- Learning Graph Matching with Graph Neural Networks. -- Gaussian-mixture Neural Networks. -- Neural Decompiling of Tracr Transformers. -- Pitfalls in Processing Infinite-Length Sequences with Popular Approaches for Sequential Data. -- Robust Clustering with McDonald?s Beta-Liouville Mixture Models for Proportional Data. -- Evaluating Support Vector Machines with Multiple Kernels by Random Search. -- Applications in Medical and Health Sciences. -- Automatic Interpretation of 18F-fluorocholine PET/CT Findings in Patients With Primary Hyperparathyroidism: A Novel Dataset with Benchmarks. -- A Hybrid Neuroevolutionary Approach to the Design of Convolutional Neural Networks for 2D and 3D Medical Image Segmentation. -- An Improved Pix2Pix GAN for Medical Image Generation. -- Vision Transformer Features-based Leukemia Classification. -- Comparative Study of Deep Learning Models in Melanoma Detection. -- A Metaheuristic Optimization Based Deep Feature Selection for Oral Cancer Classification. -- Machine Learning for Clinical Score Prediction from Longitudinal Dataset: A Case Study on Parkinson?s Disease. -- Explaining Network Decision Provides Insights on the Causal Interaction Between Brain Regions in a Motor Imagery Task. -- Multi-modal Decoding of Reach-to-Grasping from EEG and EMG via Neural Networks. -- Applications in Computer Vision. -- VAeViT: Fusing Multi-Views for Complete 3D Object Recognition. -- Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos. -- Palmprint Classification via Filter Faces and Feature Extraction. -- Deep Multi-Label Classification of Personality with Handwriting Analysis. -- License Plate Detection and Character Recognition Using Deep Learning and Font Evaluation. -- Applications in NLP, Speech, and Music. -- Experiments in Modeling Disagreement. -- Deep Multiresolution Wavelet Transform for Speech Emotion Assessment of High-Risk Suicide Callers. -- Dynamic HumTrans: Humming Transcription Using CNNs and Dynamic Programming. -- Applications in Environmental and Biological Sciences. -- Leveraging LSTM Embeddings for River Water Temperature Modeling. -- Research on the Identification of Common Economic Shellfish in Jiangsu Based on Fused-ResNet Network. -- Generative Plant Growth Simulation from Sequence-Informed Environmental Conditions. -- A Simulation Study on Energy Optimization in Building Control with Reinforcement Learning. 330 $aThis book constitutes the refereed proceedings of the 11th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2024, held in Montreal, QC, Canada, during October 10?12, 2024. The 27 full papers presented together were carefully reviewed and selected from 46 submissions. The conference focuses on: learning algorithms and architectures; applications in medical and health sciences; applications in computer vision; applications in NLP, speech, and music; applications in environmental and biological sciences. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15154 606 $aArtificial intelligence 606 $aEducation$xData processing 606 $aData mining 606 $aApplication software 606 $aSocial sciences$xData processing 606 $aComputer vision 606 $aArtificial Intelligence 606 $aComputers and Education 606 $aData Mining and Knowledge Discovery 606 $aComputer and Information Systems Applications 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputer Vision 615 0$aArtificial intelligence. 615 0$aEducation$xData processing. 615 0$aData mining. 615 0$aApplication software. 615 0$aSocial sciences$xData processing. 615 0$aComputer vision. 615 14$aArtificial Intelligence. 615 24$aComputers and Education. 615 24$aData Mining and Knowledge Discovery. 615 24$aComputer and Information Systems Applications. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputer Vision. 676 $a006.3 700 $aSuen$b Ching Yee$01770709 701 $aKrzyzak$b Adam$01770710 701 $aRavanelli$b Mirco$01770711 701 $aTrentin$b Edmondo$01770712 701 $aSubakan$01770713 701 $aNobile$b Nicola$01770714 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910888597003321 996 $aArtificial Neural Networks in Pattern Recognition$94253653 997 $aUNINA