LEADER 04997nam 22007935 450 001 996641272603316 005 20251225183535.0 010 $a9783031805073 010 $a3031805070 024 7 $a10.1007/978-3-031-80507-3 035 $a(CKB)37407301300041 035 $a(DE-He213)978-3-031-80507-3 035 $a(MiAaPQ)EBC31897281 035 $a(Au-PeEL)EBL31897281 035 $a(EXLCZ)9937407301300041 100 $a20250131d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aStructural, Syntactic, and Statistical Pattern Recognition $eJoint IAPR International Workshops, S+SSPR 2024, Venice, Italy, September 9?10, 2024, Revised Selected Papers /$fedited by Andrea Torsello, Luca Rossi, Luca Cosmo, Giorgia Minello 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (XII, 200 p. 58 illus., 53 illus. in color.) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15444 311 08$a9783031805066 311 08$a3031805062 327 $a -- A Differentiable Approximation of the Graph Edit Distance. -- Learning Graph Similarity by Counting Holes in Simplicial Complexes. -- Community-Hop: Enhancing Node Classification through Community Preference. -- Spatio-Temporal Graph Neural Networks for Water Temperature Modeling. -- Enhancing IoT Network Security with Graph Neural Networks for Node Anomaly Detection. -- LSTM Networks and Graph Neural Networks for Predicting Events of Hypoglycemia. -- Evaluation metrics in Saliency Maps applied to Graph Regression. -- LESI-GNN: an Interpretable Graph Neural Network based on Local Structures Embedding. -- Mixture of Variational Graph Autoencoders. -- Multimodality Calibration in 3D Multi Input-Multi Output Network for Dementia Diagnosis with Incomplete Acquisitions. -- Multi-modal Medical Images Classification Using Meta-learning Algorithms. -- From semantic segmentation of natural images to medical image segmentation using ViT-based architectures. -- Chronic Wound Segmentation and Measurement Using Semi-Supervised Hierarchical Convolutional Neural Networks. -- ZIRACLE: Zero-shot composed Image Retrieval with Advanced Component-Level Emphasis. -- Improving Object Detector Performance on Low-Quality Images using Histogram Matching and Model Stacking. -- Comparing Learning Methods to Enhance Decision-Making in Simulated Curling. -- An empirical characterization of the stability of Isolation Forest results. -- Automated Classification of Android Games using Word Embeddings. -- An interesting property of Random Forest distances with respect to the curse of dimensionality. 330 $aThis book constitutes the proceedings of the Joint IAPR International Workshops on Structural, Syntactic, and Statistical Pattern Recognition, S+SSPR 2024, which took place in Venice, Italy, during September 9-11, 2024. The 19 full papers presented in this volume were carefully reviewed and selected from 27 submissions. The proceedings focus on pattern recognition, including classification and clustering, deep learning, structural matching and graph-theoretic methods, and multimedia analysis and understanding. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15444 606 $aArtificial intelligence 606 $aComputer science$xMathematics 606 $aDiscrete mathematics 606 $aAlgorithms 606 $aComputer graphics 606 $aComputer vision 606 $aPattern recognition systems 606 $aArtificial Intelligence 606 $aDiscrete Mathematics in Computer Science 606 $aDesign and Analysis of Algorithms 606 $aComputer Graphics 606 $aComputer Vision 606 $aAutomated Pattern Recognition 615 0$aArtificial intelligence. 615 0$aComputer science$xMathematics. 615 0$aDiscrete mathematics. 615 0$aAlgorithms. 615 0$aComputer graphics. 615 0$aComputer vision. 615 0$aPattern recognition systems. 615 14$aArtificial Intelligence. 615 24$aDiscrete Mathematics in Computer Science. 615 24$aDesign and Analysis of Algorithms. 615 24$aComputer Graphics. 615 24$aComputer Vision. 615 24$aAutomated Pattern Recognition. 676 $a006.3 702 $aTorsello$b Andrea$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRossi$b Luca$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCosmo$b Luca$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMinello$b Giorgia$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996641272603316 996 $aStructural, Syntactic, and Statistical Pattern Recognition$9772717 997 $aUNISA