Molecular generative model based on conditional variational autoencoder for de novo molecular design

Yazar: Jaechang Lim, Seongok Ryu, Jin Woo Kim, Woo Youn Kim
Baskı/Yayın Bilgisi 2018-07-01

Unsupervised Anomaly Video Detection via a Double-Flow ConvLSTM Variational Autoencoder

Yazar: Lin Wang, Haishu Tan, Fuqiang Zhou, Wangxia Zuo, Pengfei Sun
Baskı/Yayın Bilgisi 2022-01-01

Forecasting of Bicycle and Pedestrian Traffic Using Flexible and Efficient Hybrid Deep Learning Approach

Yazar: Fouzi Harrou, Abdelkader Dairi, Abdelhafid Zeroual, Ying Sun
Baskı/Yayın Bilgisi 2022-04-01

Classification of Motor Imagery EEG Signals Based on Deep Autoencoder and Convolutional Neural Network Approach

Yazar: Jamal F. Hwaidi, Thomas M. Chen
Baskı/Yayın Bilgisi 2022-01-01

Cross Data Set Generalization of Ultrasound Image Augmentation using Representation Learning: A Case Study

Yazar: Wulff Daniel, Mehdi Mohamad, Ernst Floris, Hagenah Jannis
Baskı/Yayın Bilgisi 2021-10-01

Spatio‐Temporal Hourly and Daily Ozone Forecasting in China Using a Hybrid Machine Learning Model: Autoencoder and Generative Adversarial Networks

Yazar: Meiling Cheng, Fangxin Fang, Ionel M. Navon, Jie Zheng, Xiao Tang, Jiang Zhu, Christopher Pain
Baskı/Yayın Bilgisi 2022-03-01

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT

Yazar: Manuel Lopez-Martin, Belen Carro, Antonio Sanchez-Esguevillas, Jaime Lloret
Baskı/Yayın Bilgisi 2017-08-01

Data augmentation and machine learning techniques for control strategy development in bio-polymerization process

Yazar: Sizhou Wei, Zhiyuan Chen, Senthil Kumar Arumugasamy, Irene Mei Leng Chew
Baskı/Yayın Bilgisi 2022-07-01

Improvement of Learning Stability of Generative Adversarial Network Using Variational Learning

Yazar: Je-Yeol Lee, Sang-Il Choi 
Baskı/Yayın Bilgisi 2020-06-01

Variational Autoencoder Reconstruction of Complex Many-Body Physics

Yazar: Ilia A. Luchnikov, Alexander Ryzhov, Pieter-Jan Stas, Sergey N. Filippov, Henni Ouerdane
Baskı/Yayın Bilgisi 2019-11-01

Variational Autoencoder-Based Multiple Image Captioning Using a Caption Attention Map

Yazar: Boeun Kim, Saim Shin, Hyedong Jung
Baskı/Yayın Bilgisi 2019-07-01

Malware detection framework based on graph variational autoencoder extracted embeddings from API-call graphs

Yazar: Hakan Gunduz
Baskı/Yayın Bilgisi 2022-05-01

Classical Music Prediction and Composition by Means of Variational Autoencoders

Yazar: Daniel Rivero, Iván Ramírez-Morales, Enrique Fernandez-Blanco, Norberto Ezquerra, Alejandro Pazos
Baskı/Yayın Bilgisi 2020-04-01

Variational Autoencoders for Cancer Data Integration: Design Principles and Computational Practice

Yazar: Nikola Simidjievski, Cristian Bodnar, Ifrah Tariq, Ifrah Tariq, Paul Scherer, Helena Andres Terre, Zohreh Shams, Mateja Jamnik, Pietro Liò
Baskı/Yayın Bilgisi 2019-12-01

Generative model‐enhanced human motion prediction

Yazar: Anthony Bourached, Ryan‐Rhys Griffiths, Robert Gray, Ashwani Jha, Parashkev Nachev
Baskı/Yayın Bilgisi 2022-04-01

Using Supervised Learning Methods for Gene Selection in RNA-Seq Case-Control Studies

Yazar: Stephane Wenric, Stephane Wenric, Ruhollah Shemirani
Baskı/Yayın Bilgisi 2018-08-01

Chapter Early Detection and Reconstruction of Abnormal Data Using Hybrid VAE-LSTM Framework

Yazar: Hou, Fangli, Ma, Jun, Cheng, Jack C. P., Kwok, Helen H.L.
Yayımlandı Proceedings e report (2023)

Deep clustering of small molecules at large-scale via variational autoencoder embedding and K-means

Yazar: Hamid Hadipour, Chengyou Liu, Rebecca Davis, Silvia T. Cardona, Pingzhao Hu
Baskı/Yayın Bilgisi 2022-04-01

Data Mining in Smart Grids

Baskı/Yayın Bilgisi 2020

Document-Image Related Visual Sensors and Machine Learning Techniques

Baskı/Yayın Bilgisi 2023