Table of Contents

• A Multi-layered Approach for Tailored Black-Box ExplanationsClément Henin, Daniel Le Métayer. 5-19 [doi]
• Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics PerspectiveEoin M. Kenny, Eoin D. Delaney, Derek Greene, Mark T. Keane. 20-34 [doi]
• Expert Level Evaluations for Explainable AI (XAI) Methods in the Medical DomainSatya M. Muddamsetty, Mohammad N. S. Jahromi, Thomas B. Moeslund. 35-46 [doi]
• Samples Classification Analysis Across DNN Layers with Fractal CurvesAdrien Halnaut, Romain Giot, Romain Bourqui, David Auber. 47-61 [doi]
• Random Forest Model and Sample Explainer for Non-experts in Machine Learning - Two Case StudiesD. Petkovic, A. Alavi, D. Cai, M. Wong. 62-75 [doi]
• Jointly Optimize Positive and Negative Saliencies for Black Box ClassifiersHyungsik Jung, Youngrock Oh, Jeonghyung Park, Min-Soo Kim. 76-89 [doi]
• Low Dimensional Visual Attributes: An Interpretable Image EncodingPengkai Zhu, Ruizhao Zhu, Samarth Mishra, Venkatesh Saligrama. 90-102 [doi]
• Explainable 3D-CNN for Multiple Sclerosis Patients StratificationFederica Cruciani, Lorenza Brusini, Mauro Zucchelli, Gustavo Retuci Pinheiro, Francesco Setti, Ilaria Boscolo Galazzo, Rachid Deriche, Letícia Rittner, Massimiliano Calabrese, Gloria Menegaz. 103-114 [doi]
• Visualizing the Effect of Semantic Classes in the Attribution of Scene Recognition ModelsAlejandro López-Cifuentes, Marcos Escudero-Viñolo, Andrija Gajic, Jesús Bescós. 115-129 [doi]
• The Impact of Activation Sparsity on Overfitting in Convolutional Neural NetworksKarim Huesmann, Luis Garcia Rodriguez, Lars Linsen, Benjamin Risse. 130-145 [doi]
• Remove to Improve?Kamila Abdiyeva, Martin Lukac, Narendra Ahuja. 146-161 [doi]
• Explaining How Deep Neural Networks Forget by Deep VisualizationGiang Nguyen, Shuan Chen, Tae Joon Jun, Daeyoung Kim 0001. 162-173 [doi]
• Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter InitializationMikaël Jacquemont, Thomas Vuillaume, Alexandre Benoît, Gilles Maurin, Patrick Lambert. 174-188 [doi]
• A General Approach to Compute the Relevance of Middle-Level Input FeaturesAndrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete. 189-203 [doi]
• Evaluation of Interpretable Association Rule Mining Methods on Time-Series in the Maritime DomainManjunatha Veerappa, Mathias Anneken, Nadia Burkart. 204-218 [doi]
• Anchors vs Attention: Comparing XAI on a Real-Life Use CaseGaëlle Jouis, Harold Mouchère, Fabien Picarougne, Alexandre Hardouin. 219-227 [doi]
• Explanation-Driven Characterization of Android RansomwareMichele Scalas, Konrad Rieck, Giorgio Giacinto. 228-242 [doi]
• Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation ScenariosAntonio Galli, Stefano Marrone 0002, Vincenzo Moscato, Carlo Sansone. 243-256 [doi]
• AI Explainability. A Bridge Between Machine Vision and Natural Language ProcessingMourad Oussalah 0002. 257-273 [doi]
• Recursive Division of Image for Explanation of Shallow CNN ModelsOleksii Gorokhovatskyi, Olena Peredrii. 274-286 [doi]
• Camera Ego-Positioning Using Sensor Fusion and Complementary MethodPeng-Yuan Kao, Kuan-Wei Tseng, Tian-Yi Shen, Yan-Bin Song, Kuan-Wen Chen, Shih-Wei Hu, Sheng-Wen Shih, Yi-Ping Hung. 291-304 [doi]
• ATSal: An Attention Based Architecture for Saliency Prediction in 360$^\circ $ VideosYasser Dahou, Marouane Tliba, Kevin McGuinness, Noel E. O'Connor. 305-320 [doi]
• Rescue Dog Action Recognition by Integrating Ego-Centric Video, Sound and Sensor InformationYuta Ide, Tsuyohito Araki, Ryunosuke Hamada, Kazunori Ohno, Keiji Yanai. 321-333 [doi]
• Understanding Event Boundaries for Egocentric Activity Recognition from Photo-StreamsAlejandro Cartas, Estefanía Talavera, Petia Radeva, Mariella Dimiccoli. 334-347 [doi]
• Egomap: Hierarchical First-Person Semantic MappingTamas Suveges, Stephen J. McKenna. 348-363 [doi]
• Ultrasound for Gaze EstimationAndre Golard, Sachin S. Talathi. 369-376 [doi]
• Synthetic Gaze Data Augmentation for Improved User CalibrationGonzalo Garde, Andoni Larumbe-Bergera, Sonia Porta, Rafael Cabeza, Arantxa Villanueva. 377-389 [doi]
• Eye Movement Classification with Temporal Convolutional NetworksCarlos E. L. Elmadjian, Candy Gonzales, Carlos H. Morimoto. 390-404 [doi]
• A Web-Based Eye Tracking Data Visualization ToolHristo Bakardzhiev, Marloes van der Burgt, Eduardo Martins, Bart van den Dool, Chyara Jansen, David van Scheppingen, Günter Wallner, Michael Burch. 405-419 [doi]
• Influence of Peripheral Vibration Stimulus on Viewing and Response ActionsTakahiro Ueno, Minoru Nakayama. 420-428 [doi]
• Judging Qualification, Gender, and Age of the Observer Based on Gaze Patterns When Looking at FacesPawel Kasprowski, Katarzyna Harezlak, Piotr Fudalej, Pawel Fudalej. 429-439 [doi]
• Gaze Stability During Ocular Proton Therapy: Quantitative Evaluation Based on Eye Surface Surveillance VideosRosalinda Ricotti, Andrea Pella, Giovanni Elisei, Barbara Tagaste, Federico Bello, Giulia Fontana, Maria Rosaria Fiore, Mario Ciocca, Edoardo Mastella, Ester Orlandi, Guido Baroni. 440-452 [doi]
• Predicting Reading Speed from Eye-Movement MeasuresÁdám Nárai, Kathleen Kay Amora, Zoltán Vidnyánszky, Béla Weiss. 453-466 [doi]
• Investigating the Effect of Inter-letter Spacing Modulation on Data-Driven Detection of Developmental Dyslexia Based on Eye-Movement Correlates of Reading: A Machine Learning ApproachJános Szalma, Kathleen Kay Amora, Zoltán Vidnyánszky, Béla Weiss. 467-481 [doi]
• A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and DrawingsGiovanna Castellano, Gennaro Vessio. 487-501 [doi]
• Iconographic Image Captioning for ArtworksEva Cetinic. 502-516 [doi]
• Semantic Analysis of Cultural Heritage Data: Aligning Paintings and Descriptions in Art-Historic CollectionsNitisha Jain, Christian Bartz, Tobias Bredow, Emanuel Metzenthin, Jona Otholt, Ralf Krestel. 517-530 [doi]
• Insights from a Large-Scale Database of Material Depictions in PaintingsHubert Lin, Mitchell van Zuijlen, Maarten W. A. Wijntjes, Sylvia C. Pont, Kavita Bala. 531-545 [doi]
• An Analysis of the Transfer Learning of Convolutional Neural Networks for Artistic ImagesNicolas Gonthier, Yann Gousseau, Saïd Ladjal. 546-561 [doi]
• Handwriting Classification for the Analysis of Art-Historical DocumentsChristian Bartz, Hendrik Rätz, Christoph Meinel. 562-576 [doi]
• Color Space Exploration of Paintings Using a Novel Probabilistic DivergenceShounak Roychowdhury. 577-588 [doi]
• Identifying Centres of Interest in Paintings Using Alignment and Edge Detection - Case Studies on Works by Luc TuymansSinem Aslan, Luc Steels. 589-603 [doi]
• Attention-Based Multi-modal Emotion Recognition from ArtTsegaye Misikir Tashu, Tomás Horváth. 604-612 [doi]
• Machines Learning for Mixed Reality - The Milan Cathedral from Survey to HologramsSimone Teruggi, Francesco Fassi. 613-627 [doi]
• From Fully Supervised to Blind Digital Anastylosis on DAFNE DatasetPaola Barra, Silvio Barra, Fabio Narducci. 628-642 [doi]
• Restoration and Enhancement of Historical Stereo Photos Through Optical FlowMarco Fanfani, Carlo Colombo, Fabio Bellavia. 643-656 [doi]
• Automatic Chain Line Segmentation in Historical PrintsMeike Biendl, Aline Sindel, Thomas Klinke, Andreas Maier 0001, Vincent Christlein. 657-665 [doi]
• Documenting the State of Preservation of Historical Stone Sculptures in Three Dimensions with Digital ToolsEfstathios Adamopoulos, Fulvio Rinaudo. 666-673 [doi]
• Motion Attention Deep Transfer Network for Cross-database Micro-expression RecognitionWanchuang Xia, Wenming Zheng, Yuan Zong, Xingxun Jiang. 679-693 [doi]
• Spatial Temporal Transformer Network for Skeleton-Based Action RecognitionChiara Plizzari, Marco Cannici, Matteo Matteucci. 694-701 [doi]
• Slow Feature Subspace for Action RecognitionSuzana R. A. Beleza, Kazuhiro Fukui. 702-716 [doi]
• Classification Mechanism of Convolutional Neural Network for Facial Expression RecognitionYongpei Zhu, Hongwei Fan, Kehong Yuan. 717-729 [doi]
• Applying Delaunay Triangulation Augmentation for Deep Learning Facial Expression Generation and RecognitionHristo Valev, Alessio Gallucci, Tim Leufkens, Joyce Westerink, Corina Sas. 730-740 [doi]
• Deformable Convolutional LSTM for Human Body Emotion RecognitionPeyman Tahghighi, Abbas Koochari, Masoume Jalali. 741-747 [doi]
• Nonlinear Temporal Correlation Based Network for Action RecognitionHongsheng Li, Weiwei Zhang, Guangming Zhu 0001, Liang Zhang 0010, Peiyi Shen, Juan Song. 748-763 [doi]