ICANN (Workshop)

Publications

2019

Felix Meyer zu Driehausen, Rüdiger Busche, Johannes Leugering, Gordon Pipa
Bistable Perception in Conceptor Networks. ICANN (Workshop) (2019)
Marcin Orchel, Johan A. K. Suykens
Axiomatic Kernels on Graphs for Support Vector Machines. ICANN (Workshop) (2019)
Anthony Strock, Nicolas P. Rougier, Xavier Hinaut
Using Conceptors to Transfer Between Long-Term and Short-Term Memory. ICANN (Workshop) (2019)
Di Jin, Bingyi Li, Pengfei Jiao, Dongxiao He, Hongyu Shan
Community Detection via Joint Graph Convolutional Network Embedding in Attribute Network. ICANN (Workshop) (2019)
Christian Bauckhage, Rafet Sifa, Tiansi Dong
Prototypes Within Minimum Enclosing Balls. ICANN (Workshop) (2019)
Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning. ICANN (Workshop) (2019)
Pavel Karpov, Guillaume Godin, Igor V. Tetko
A Transformer Model for Retrosynthesis. ICANN (Workshop) (2019)
Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Joni Dambre, Peter Bienstman
A Power-Efficient Architecture for On-Chip Reservoir Computing. ICANN (Workshop) (2019)
Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz
The Good, the Bad and the Ugly: Augmenting a Black-Box Model with Expert Knowledge. ICANN (Workshop) (2019)
Stephan Tietz, Doreen Jirak, Stefan Wermter
A Reservoir Computing Framework for Continuous Gesture Recognition. ICANN (Workshop) (2019)
Adrian Horzyk, Krzysztof Goldon, Janusz A. Starzyk
Temporal Coding of Neural Stimuli. ICANN (Workshop) (2019)
Pouya Soltani Zarrin, Christian Wenger
Pattern Recognition for COPD Diagnostics Using an Artificial Neural Network and Its Potential Integration on Hardware-Based Neuromorphic Platforms. ICANN (Workshop) (2019)
Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling. ICANN (Workshop) (2019)
Cleison Correia de Amorim, David Macêdo, Cleber Zanchettin
Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. ICANN (Workshop) (2019)
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. ICANN (Workshop) (2019)
Hengjin Ke, Dan Chen, Lei Zhang, Xinhua Zhang, Xianzeng Liu, Xiaoli Li
Inter-region Synchronization Analysis Based on Heterogeneous Matrix Similarity Measurement. ICANN (Workshop) (2019)
Mark McCormick, Alessandro E. P. Villa
LSTM and 1-D Convolutional Neural Networks for Predictive Monitoring of the Anaerobic Digestion Process. ICANN (Workshop) (2019)
Roman Schulte-Sasse, Stefan Budach, Denes Hnisz, Annalisa Marsico
Graph Convolutional Networks Improve the Prediction of Cancer Driver Genes. ICANN (Workshop) (2019)
Meng Cao, Xiying Ma, Ming Xu, Chongjun Wang
Heterogeneous Information Network Embedding with Meta-path Based Graph Attention Networks. ICANN (Workshop) (2019)
Jeremy Vatin, Damien Rontani, Marc Sciamanna
Polarization Dynamics of VCSELs Improves Reservoir Computing Performance. ICANN (Workshop) (2019)
Rafael Goncalves Pires, Daniel Felipe Silva Santos, Gustavo Botelho de Souza, Alexandre L. M. Levada, João Paulo Papa
A Sparse Filtering-Based Approach for Non-blind Deep Image Denoising. ICANN (Workshop) (2019)
Bassel Zeno, Ilya Kalinovskiy, Yuri Matveev
IP-GAN: Learning Identity and Pose Disentanglement in Generative Adversarial Networks. ICANN (Workshop) (2019)
Konrad Kwolek, Henryk Liszka, Bogdan Kwolek, Artur Gadek
Measuring the Angle of Hallux Valgus Using Segmentation of Bones on X-Ray Images. ICANN (Workshop) (2019)
Rajkumar Ramamurthy, Robin Stenzel, Rafet Sifa, Anna Ladi, Christian Bauckhage
Echo State Networks for Named Entity Recognition. ICANN (Workshop) (2019)
Dipan Ghosh, Igor V. Tetko, Bert Klebl, Peter Nussbaumer, Uwe Koch
Analysis and Modelling of False Positives in GPCR Assays. ICANN (Workshop) (2019)
Sylwester Klocek, Lukasz Maziarka, Maciej Wolczyk, Jacek Tabor, Jakub Nowak, Marek Smieja
Hypernetwork Functional Image Representation. ICANN (Workshop) (2019)
Giuseppe Franco, Luca Cerina, Claudio Gallicchio, Alessio Micheli, Marco Domenico Santambrogio
Continuous Blood Pressure Estimation Through Optimized Echo State Networks. ICANN (Workshop) (2019)
H. V. L. C. Gamage, W. O. K. I. S. Wijesinghe, Indika Perera
Instance-Based Segmentation for Boundary Detection of Neuropathic Ulcers Through Mask-RCNN. ICANN (Workshop) (2019)
Masanobu Inubushi, Susumu Goto
Transferring Reservoir Computing: Formulation and Application to Fluid Physics. ICANN (Workshop) (2019)
Jader Abreu, Luis Fred, David Macêdo, Cleber Zanchettin
Hierarchical Attentional Hybrid Neural Networks for Document Classification. ICANN (Workshop) (2019)
Junxiu Liu, Mingxing Li, Yuling Luo, Su Yang, Senhui Qiu
Human Body Posture Recognition Using Wearable Devices. ICANN (Workshop) (2019)
Alexander Popov, Petia D. Koprinkova-Hristova, Kiril Simov, Petya Osenova
Echo State vs. LSTM Networks for Word Sense Disambiguation. ICANN (Workshop) (2019)
Runze Wang, Yanan Guo, Wendao Wang, Yide Ma
Bi-ResNet: Fully Automated Classification of Unregistered Contralateral Mammograms. ICANN (Workshop) (2019)
Feng Wei, Uyen Trang Nguyen, Hui Jiang
Dual-FOFE-net Neural Models for Entity Linking with PageRank. ICANN (Workshop) (2019)
Manish Mishra, Sabine Schmitt, Hans Zischka, Michael K. Strasser, Nassir Navab, Carsten Marr, Tingying Peng
Quantifying Structural Heterogeneity of Healthy and Cancerous Mitochondria Using a Combined Segmentation and Classification USK-Net. ICANN (Workshop) (2019)
Ivana Balazevic, Carl Allen, Timothy M. Hospedales
Hypernetwork Knowledge Graph Embeddings. ICANN (Workshop) (2019)
Wajid Mumtaz, Lukás Vareka, Roman Moucek
Investigation of EEG-Based Graph-Theoretic Analysis for Automatic Diagnosis of Alcohol Use Disorder. ICANN (Workshop) (2019)
Sebastian Reiter, Thomas Schnappinger, Regina de Vivie-Riedle
Using an Autoencoder for Dimensionality Reduction in Quantum Dynamics. ICANN (Workshop) (2019)
Antoine J.-P. Tixier, Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis
Graph Classification with 2D Convolutional Neural Networks. ICANN (Workshop) (2019)
Alex Sarishvili, Andreas Wirsen, Mats Jirstrand
On Chow-Liu Forest Based Regularization of Deep Belief Networks. ICANN (Workshop) (2019)
Ananya Gupta, Elisabeth Welburn, Simon Watson, Hujun Yin
CNN-Based Semantic Change Detection in Satellite Imagery. ICANN (Workshop) (2019)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Comparison of Feature Extraction Techniques for Handwritten Digit Recognition with a Photonic Reservoir Computer. ICANN (Workshop) (2019)
Jennifer Hemmerich, Ece Asilar, Gerhard F. Ecker
Conformational Oversampling as Data Augmentation for Molecules. ICANN (Workshop) (2019)
Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner
Reservoir-Size Dependent Learning in Analogue Neural Networks. ICANN (Workshop) (2019)
Jean Benoit Héroux, Naoki Kanazawa, Piotr Antonik
Time Series Processing with VCSEL-Based Reservoir Computer. ICANN (Workshop) (2019)
Josep Arús-Pous, Simon Johansson, Oleksii Prykhodko, Esben Jannik Bjerrum, Christian Tyrchan, Jean-Louis Reymond, Hongming Chen, Ola Engkvist
Improving Deep Generative Models with Randomized SMILES. ICANN (Workshop) (2019)
Igor V. Tetko, Pavel Karpov, Eric Bruno, Talia B. Kimber, Guillaume Godin
Augmentation Is What You Need! ICANN (Workshop) (2019)
Lukasz Maziarka, Agnieszka Pocha, Jan Kaczmarczyk, Krzysztof Rataj, Michal Warchol
Mol-CycleGAN - A Generative Model for Molecular Optimization. ICANN (Workshop) (2019)
Hanoch Senderowitz, Abraham Yosipof, Omer Kaspi
Application of Materials Informatics Tools to the Analysis of Combinatorial Libraries of All Metal-Oxides Photovoltaic Cells. ICANN (Workshop) (2019)

volume 11731, 2019

Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings - Workshop and Special Sessions ICANN (Workshop) 11731 (2019)