Table of Contents

• Privacy-preserving Machine Learning for Multimedia DataAndrea Cavallaro. 5
• Toward User-adaptive VisualizationsCristina Conati. 7
• Integrating Generative Modeling into Deep LearningMax Welling. 9
• A Hierarchical Convolution Neural Network Scheme for Radar Pulse DetectionVan-Long Do, Ha Phan Khanh Nguyen, Dat Thanh Ngo, Ha Quy Nguyen. 15-22 [doi]
• Self-Training using Selection Network for Semi-supervised LearningJisoo Jeong, Seungeui Lee, Nojun Kwak. 23-32 [doi]
• Variational Inference of Dirichlet Process Mixture using Stochastic Gradient AscentKart Leong Lim. 33-42 [doi]
• Structure Preserving Encoding of Non-euclidean Similarity DataMaximilian Münch, Christoph Raab, Michael Biehl, Frank-Michael Schleif. 43-51 [doi]
• On the Similarity between Hidden Layers of Pruned and Unpruned Convolutional Neural NetworksAlessio Ansuini, Eric Medvet, Felice Andrea Pellegrino, Marco Zullich. 52-59 [doi]
• Computation of the f-Descriptor in the Case of 2D Vector ObjectsJason Kemp, Tyler Laforet, Pascal Matsakis. 60-68 [doi]
• Fast Fourier Transform based Force Histogram Computation for 3D Raster DataJaspinder Kaur, Tyler Laforet, Pascal Matsakis. 69-74 [doi]
• Comparison of Algorithms for Tree-top Detection in Drone Image Mosaics of Japanese Mixed ForestsYago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure. 75-87 [doi]
• A New Diversity Maintenance Strategy based on the Double Granularity Grid for Multiobjective OptimizationJunzhong Ji, Yannan Weng, Cuicui Yang. 88-95 [doi]
• Automatic Segmentation of Necrosis Zones after Radiofrequency Ablation of Spinal MetastasesJohannes Steffen, Georg Hille, Mathias Becker, Sylvia Saalfeld, Klaus Tönnies. 96-102 [doi]
• JumpReLU: A Retrofit Defense Strategy for Adversarial AttacksN. Benjamin Erichson, Zhewei Yao, Michael W. Mahoney. 103-114 [doi]
• Learned and Hand-crafted Feature Fusion in Unit Ball for 3D Object ClassificationSameera Ramasinghe, Salman Khan, Nick Barnes. 115-125 [doi]
• Multiple Ellipse Detection by using RANSAC and DBSCAN MethodKristian Sabo, Rudolf Scitovski. 129-135 [doi]
• Aerial Radar Target Classification using Artificial Neural NetworksGuy Ardon, Or Simko, Akiva Novoselsky. 136-141 [doi]
• Subject-independent Pain Recognition using Physiological Signals and Para-linguistic VocalizationsNadeen Shoukry, Omar Elkilany, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker. 142-150 [doi]
• Improved Subspace Method for Supervised Anomaly Detection with Minimal Anomalous DataFumito Ebuchi, Aiga Suzuki, Masahiro Murakawa. 151-158 [doi]
• Mediastinal Lymph Node Detection using Deep LearningJayant P. Singh, Yuji Iwahori, Manas Kamal Bhuyan, Hiroyasu Usami, Taihei Oshiro, Yasuhiro Shimizu. 159-166 [doi]
• Interdependent Multi-task Learning for Simultaneous Segmentation and DetectionMahesh Reginthala, Yuji Iwahori, Manas Kamal Bhuyan, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul. 167-174 [doi]
• An Efficient Moth Flame Optimization Algorithm using Chaotic Maps for Feature Selection in the Medical ApplicationsRuba Abu Khurma, Ibrahim Aljarah, Ahmad Sharieh. 175-182 [doi]
• Goal-based Evaluation of Text Mining Results in an Industrial Use CaseJens Drawehn, Matthias Blohm, Maximilien Kintz, Monika Kochanowski. 183-191 [doi]
• A Manifold Learning Framework for the Detection of Cardiac Disorders in Acoustic SignalsKeren Hochman, Amir Averbuch, Alon Schclar, Raid Saabni. 192-197 [doi]
• Heavy Caterpillar Distances for Rooted Labeled Unordered TreesNozomi Abe, Takuya Yoshino, Kouichi Hirata. 198-204 [doi]
• Private Body Part Detection using Deep LearningAndré Tabone, Alexandra Bonnici, Stefania Cristina, Reuben A. Farrugia, Kenneth P. Camilleri. 205-211 [doi]
• DNNFG: DNN based on Fourier Transform Followed by Gabor Filtering for the Modular FERSujata, Suman K. Mitra. 212-219 [doi]
• Use of Language Models for Document Stream SegmentationChemseddine Neche, Yolande Belaïd, Abdel Belaïd. 220-227 [doi]
• File Name Classification Approach to Identify Child Sexual AbuseMhd Wesam Al Nabki, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez. 228-234 [doi]
• Predicting Depression with Social Media ImagesMaxim Stankevich, Nikolay Ignatiev, Ivan Smirnov. 235-240 [doi]
• Hybrid Fuzzy Binning for Near-duplicate Image Retrieval: Combining Fuzzy Histograms and SIFT KeypointsAfra'a Ahmad Alyosef, Andreas Nürnberger. 241-248 [doi]
• Activation Adaptation in Neural NetworksFarnoush Farhadi, Vahid Partovi Nia, Andrea Lodi 0001. 249-257 [doi]
• What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-service ProvidersJoschka Kersting, Michaela Geierhos. 263-272 [doi]
• Using Unsupervised Machine Learning for Plasma Etching Endpoint DetectionImen Chakroun, Thomas J. Ashby, Sayantan Das, Sandip Halder, Roel Wuyts, Wilfried Verachtert. 273-279 [doi]
• Radially Distorted Planar Motion Compatible HomographiesMarcus Valtonen Örnhag. 280-288 [doi]
• Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological SignalsPatrick Thiam, Hans A. Kestler, Friedhelm Schwenker. 289-296 [doi]
• Simultaneous Flexible Keyword Detection and Text-dependent Speaker Recognition for Low-resource DevicesHiroshi Fujimura, Ning Ding, Daichi Hayakawa, Takehiko Kagoshima. 297-307 [doi]
• Hierarchical Traffic Sign Recognition for Autonomous DrivingVartika Sengar, Renu M. Rameshan, Senthil Ponkumar. 308-320 [doi]
• Segmentation of Moving Objects in Traffic Video DatasetsAnusha Aswath, Renu Rameshan, Biju Krishnan, Senthil Ponkumar. 321-332 [doi]
• A Low Cost Electronic Nose with a GMM-UBM Approach for Wood Species VerificationNaren Mantilla-Ramirez, Homero Ortega-Boada, Milton Sarria Paja, Alexander Sepúlveda-Sepúlveda. 333-341 [doi]
• Learning Question Similarity in CQA from References and Query-logsAlex Zhicharevich, Moni Shahar, Oren Sar Shalom. 342-352 [doi]
• Exploring the Dependencies between Behavioral and Neuro-physiological Time-series Extracted from Conversations between Humans and Artificial AgentsYoussef Hmamouche, Magalie Ochs, Laurent Prévot 0001, Thierry Chaminade. 353-360 [doi]
• Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure ModellingGeorge Pikramenos, Georgios Smyrnis, Ioannis Vernikos, Thomas Konidaris, Evaggelos Spyrou, Stavros J. Perantonis. 361-369 [doi]
• Person Identification based on Physiological Signals: Conditions and RisksPeter Bellmann, Patrick Thiam, Friedhelm Schwenker. 373-380 [doi]
• Reinforcement Learning of Robot Behavior based on a Digital TwinTobias Hassel, Oliver Hofmann. 381-386 [doi]
• The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin ImagesDaniel Soukup. 387-394 [doi]
• Pitch-synchronous Discrete Cosine Transform Features for Speaker Identification and VerificationAmit Meghanani, A. G. Ramakrishnan. 395-401 [doi]
• Japanese Cursive Character Recognition for Efficient TranscriptionKazuya Ueki, Tomoka Kojima. 402-406 [doi]
• Real-time 3D Object Detection from Point Clouds using an RGB-D CameraYa Wang, Shu Xu, Andreas Zell. 407-414 [doi]
• Supervised Machine Learning and Feature Selection for a Document Analysis ApplicationJames Pope, Daniel Powers, J. A. (Jim) Connell, Milad Jasemi, David Taylor, Xenofon Fafoutis. 415-424 [doi]
• Loads Estimation using Deep Learning Techniques in Consumer Washing MachinesAlexander Babichev, Vittorio Casagrande, Luca Della Schiava, Gianfranco Fenu, Imola Fodor, Enrico Marson, Felice Andrea Pellegrino, Gilberto Pin, Erica Salvato, Michele Toppano, Davide Zorzenon. 425-432 [doi]
• Sclera Segmentation using Spatial Kernel Fuzzy Clustering MethodsM. S. Maheshan, B. S. Harish, S. V. Aruna Kumar. 433-439 [doi]
• Using Automatic Features for Text-image Classification in Amharic DocumentsBirhanu Belay, Tewodros Habtegebrial, Gebeyehu Belay, Didier Stricker. 440-445 [doi]
• A Method to Identify the Cause of Misrecognition for Offline Handwritten Japanese Character Recognition using Deep LearningKeiji Gyohten, Hidehiro Ohki, Toshiya Takami. 446-452 [doi]
• Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language ContextHossam Faris, Ibrahim Aljarah, Maria Habib, Pedro A. Castillo. 453-460 [doi]
• FotonNet: A Hardware-efficient Object Detection System using 3D-depth Segmentation and 2D-deep Neural Network ClassifierGurjeet Singh, Sun Miao, Shi Shi, Patrick Chiang. 461-468 [doi]
• Detecting Geckler Classification from Gram Stained Smears Images for SputumKazuki Hashimoto, Ryosuke Iida, Kouichi Hirata, Kimiko Matsuoka, Shigeki Yokoyama. 469-476 [doi]
• Detection System of Gram Types for Bacteria from Gram Stained Smears ImagesRyosuke Iida, Kazuki Hashimoto, Kouichi Hirata, Kimiko Matsuoka, Shigeki Yokoyama. 477-484 [doi]
• Mosaic Images Segmentation using U-netGianfranco Fenu, Eric Medvet, Daniele Panfilo, Felice Andrea Pellegrino. 485-492 [doi]
• 2D Orientation and Grasp Point Computation for Bin Picking in Overhaul ProcessesSajjad Taheritanjani, Juan Haladjian, Thomas Neumaier, Zardosht Hodaie, Bernd Bruegge. 493-500 [doi]
• Deep Learning Approach to Diabetic Retinopathy DetectionBorys Tymchenko, Philip Marchenko, Dmitry Spodarets. 501-509 [doi]
• Using DICOM Tags for Clustering Medical Radiology Images into Visually Similar GroupsTeo Manojlovic, Dino Ilic, Damir Miletic, Ivan Stajduhar. 510-517 [doi]
• A Triplet-learnt Coarse-to-Fine Reranking for Vehicle Re-identificationEfklidis Katsaros, Henri Bouma, Arthur van Rooijen, Elise Dusseldorp. 518-525 [doi]
• New Commercial Representation for Cattle Information GatheringJorge Navarro, Isaac Martín de Diego, Karen Príncipe-Aguirre, María Jesús Algar. 526-534 [doi]
• Identification of Sustainable Locations in Pigeon Flights using Flow Simulation MethodMargarita Zaleshina, Alexander Zaleshin. 535-541 [doi]
• Activity Mining in a Smart Home from Sequential and Temporal DatabasesJosky Aízan, Cina Motamed, Eugène C. Ezin. 542-547 [doi]
• Stairway to Elders: Bridging Space, Time and Emotions in Their Social Environment for WellbeingGiuseppe Boccignone, Claudio de'Sperati, Marco Granato, Giuliano Grossi, Raffaella Lanzarotti, Nicoletta Noceti, Francesca Odone. 548-554 [doi]
• Simultaneous Object Detection and Semantic SegmentationNiels Ole Salscheider. 555-561 [doi]
• Deep Learning Techniques for Dragonfly Action RecognitionMartina Monaci, Niccolò Pancino, Paolo Andreini, Simone Bonechi, Pietro Bongini, Alberto Rossi, Giorgio Ciano, Giorgia Giacomini, Franco Scarselli, Monica Bianchini. 562-569 [doi]
• Guidelines for Effective Automatic Multiple Sclerosis Lesion Segmentation by Magnetic Resonance ImagingGiuseppe Placidi, Luigi Cinque, Matteo Polsinelli. 570-577 [doi]
• Device-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern NoiseGuru Swaroop Bennabhaktula, Enrique Alegre, Dimka Karastoyanova, George Azzopardi. 578-584 [doi]
• Twitter Topic Progress Visualization using Micro-clusteringTakako Hashimoto, Akira Kusaba, Dave Shepard 0001, Tetsuji Kuboyama, Kilho Shin, Takeaki Uno. 585-592 [doi]
• Tracking Handball Players with the DeepSORT AlgorithmKristina Host, Marina Ivasic-Kos, Miran Pobar. 593-599 [doi]
• Frame Detection and Text Line Segmentation for Early Japanese Books UnderstandingBing Lyu, Hiroyuki Tomiyama, Lin Meng. 600-606 [doi]
• Improving Dialogue Smoothing with A-priori State PruningManex Serras, María Inés Torres, Arantza del Pozo. 607-614 [doi]
• Network of Steel: Neural Font Style Transfer from Heavy Metal to Corporate LogosAram Ter-Sarkisov. 621-629 [doi]
• Detection of Privacy Disclosure in the Medical Domain: A SurveyBianca Buff, Joschka Kersting, Michaela Geierhos. 630-637 [doi]
• Automatic Classification of French Spontaneous Oral Speech into Injunction and No-injunction ClassesAbdenour Hacine-Gharbi, Philippe Ravier. 638-644 [doi]
• A Neural Information Retrieval Approach for Résumé Searching in a Recruitment AgencyBrandon Grech, David Suda. 645-651 [doi]
• Democratization of Artificial Intelligence (AI) to Small Scale Farmers: A Framework to Deploy AI Models to Tiny IoT Edges That Operate in Constrained EnvironmentsChandrasekar Vuppalapati, Anitha Ilapakurti, Sharat Kedari, Jaya Shankar Vuppalapati, Santosh Kedari, Rajasekar Vuppalapati. 652-657 [doi]