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ICANN (Workshop)
2019
2019
2019
Keyphrases
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)