Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series

Interdependence Model for Multi-label Classification

Pages 55-68

Yoshimura, Kosuke (et al.)

Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF Documents

Pages 69-75

Garita Figueiredo, Renato (et al.)

Collaborative Attention Network with Word and N-Gram Sequences Modeling for Sentiment Classification

Pages 79-92

Bao, Junwei (et al.)

Targeted Sentiment Classification with Attentional Encoder Network

Pages 93-103

Song, Youwei (et al.)

Capturing User and Product Information for Sentiment Classification via Hierarchical Separated Attention and Neural Collaborative Filtering

Pages 104-116

Yan, Minghui (et al.)

Imbalanced Sentiment Classification Enhanced with Discourse Marker

Pages 117-129

Zhang, Tao (et al.)

Revising Attention with Position for Aspect-Level Sentiment Classification

Pages 130-142

Wang, Dong (et al.)

Surrounding-Based Attention Networks for Aspect-Level Sentiment Classification

Pages 143-155

Sun, Yuheng (et al.)

Mid Roll Advertisement Placement Using Multi Modal Emotion Analysis

Pages 159-171

Rawat, Sumanu (et al.)

DCAR: Deep Collaborative Autoencoder for Recommendation with Implicit Feedback

Pages 172-184

Wang, Jiong (et al.)

Jointly Learning to Detect Emotions and Predict Facebook Reactions

Pages 185-197

Graziani, Lisa (et al.)

Discriminative Feature Learning for Speech Emotion Recognition

Pages 198-210

Zhang, Yuying (et al.)

A Judicial Sentencing Method Based on Fused Deep Neural Networks

Pages 213-226

Yin, Yuhan (et al.)

SECaps: A Sequence Enhanced Capsule Model for Charge Prediction

Pages 227-239

He, Congqing (et al.)

Learning to Predict Charges for Judgment with Legal Graph

Pages 240-252

Chen, Si (et al.)

A Recurrent Attention Network for Judgment Prediction

Pages 253-266

Yang, Ze (et al.)

Symmetrical Adversarial Training Network: A Novel Model for Text Generation

Pages 269-280

Gao, Yongzhen (et al.)

A Novel Image Captioning Method Based on Generative Adversarial Networks

Pages 281-292

Fan, Yang (et al.)

Quality-Diversity Summarization with Unsupervised Autoencoders

Pages 293-299

Li, Lei (et al.)

Conditional GANs for Image Captioning with Sentiments

Pages 300-312

Karayil, Tushar (et al.)

Neural Poetry: Learning to Generate Poems Using Syllables

Pages 313-325

Zugarini, Andrea (et al.)

Exploring the Advantages of Corpus in Neural Machine Translation of Agglutinative Language

Pages 326-336

Ji, Yatu (et al.)

RL Extraction of Syntax-Based Chunks for Sentence Compression

Pages 337-347

Le, Hoa T. (et al.)

Robust Sound Event Classification with Local Time-Frequency Information and Convolutional Neural Networks

Pages 351-361

Yao, Yanli (et al.)

Neuro-Spectral Audio Synthesis: Exploiting Characteristics of the Discrete Fourier Transform in the Real-Time Simulation of Musical Instruments Using Parallel Neural Networks

Pages 362-375

Tarjano, Carlos (et al.)

Ensemble of Convolutional Neural Networks for P300 Speller in Brain Computer Interface

Pages 376-394

Shan, Hongchang (et al.)

Deep Recurrent Neural Networks with Nonlinear Masking Layers and Two-Level Estimation for Speech Separation

Pages 397-411

Zhang, Jiantao (et al.)

Auto-Lag Networks for Real Valued Sequence to Sequence Prediction

Pages 412-425

Madi Wamba, Gilles (et al.)

LSTM Prediction on Sudden Occurrence of Maintenance Operation of Air-Conditioners in Real-Time Pricing Adaptive Control

Pages 426-435

Matsukawa, Shun (et al.)

Dynamic Ensemble Using Previous and Predicted Future Performance for Multi-step-ahead Solar Power Forecasting

Pages 436-449

Koprinska, Irena (et al.)

Timage – A Robust Time Series Classification Pipeline

Pages 450-461

Wenninger, Marc (et al.)

Prediction of the Next Sensor Event and Its Time of Occurrence in Smart Homes

Pages 462-473

Casagrande, Flávia Dias (et al.)

Multi-task Learning Method for Hierarchical Time Series Forecasting

Pages 474-485

Yang, Maoxin (et al.)

Demand-Prediction Architecture for Distribution Businesses Based on Multiple RNNs with Alternative Weight Update

Pages 486-496

Okadome, Yuya (et al.)

A Study of Deep Learning for Network Traffic Data Forecasting

Pages 497-512

Pfülb, Benedikt (et al.)

Composite Quantile Regression Long Short-Term Memory Network

Pages 513-524

Xie, Zongxia (et al.)

Short-Term Temperature Forecasting on a Several Hours Horizon

Pages 525-536

Desportes, Louis (et al.)

Using Long Short-Term Memory for Wavefront Prediction in Adaptive Optics

Pages 537-542

Liu, Xuewen (et al.)

Incorporating Adaptive RNN-Based Action Inference and Sensory Perception

Pages 543-555

Otte, Sebastian (et al.)

Quality of Prediction of Daily Relativistic Electrons Flux at Geostationary Orbit by Machine Learning Methods

Pages 556-565

Myagkova, Irina (et al.)

Soft Subspace Growing Neural Gas for Data Stream Clustering

Pages 569-580

Attaoui, Mohammed Oualid (et al.)

Region Prediction from Hungarian Folk Music Using Convolutional Neural Networks

Pages 581-594

Kiss, Anna (et al.)

Merging DBSCAN and Density Peak for Robust Clustering

Pages 595-610

Hou, Jian (et al.)

Market Basket Analysis Using Boltzmann Machines

Pages 611-623

Valle, Mauricio A. (et al.)

Dimensionality Reduction for Clustering and Cluster Tracking of Cytometry Data

Pages 624-640

Putri, Givanna H. (et al.)

Improving Deep Image Clustering with Spatial Transformer Layers

Pages 641-654

Souza, Thiago V. M. (et al.)

Collaborative Non-negative Matrix Factorization

Pages 655-666

Benlamine, Kaoutar (et al.)

Cosine Similarity Drift Detector

Pages 669-685

Hidalgo, Juan Isidro González (et al.)

Unsupervised Anomaly Detection Using Optimal Transport for Predictive Maintenance

Pages 686-697

Alaoui-Belghiti, Amina (et al.)

Robust Gait Authentication Using Autoencoder and Decision Tree

Pages 698-702

Ogihara, Mitsuhiro (et al.)

MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks

Pages 703-716

Li, Dan (et al.)

Intrusion Detection via Wide and Deep Model

Pages 717-730

Li, Zhipeng (et al.)

Towards Attention Based Vulnerability Discovery Using Source Code Representation

Pages 731-746

Kim, Junae (et al.)

Convolutional Recurrent Neural Networks for Computer Network Analysis

Pages 747-757

Nowak, Jakub (et al.)