Do we need different machine learning algorithms for QSAR modeling? A comprehensive assessment of 16 machine learning algorithms on 14 QSAR data sets.

[BibT_eX]

[DOI]

Zhenxing Wu

Minfeng Zhu

Briefings Bioinform., 2021

BioMedR: an R/CRAN package for integrated data analysis pipeline in biomedical study.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Natural-language-based Visual Query Approach of Uncertain Human Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

Estimation-Based Quadratic Iterative Learning Control for Trajectory Tracking of Robotic Manipulator With Uncertain Parameters.

[BibT_eX]

[DOI]

Minfeng Zhu

Lingjian Ye

Xiushui Ma

IEEE Access, 2020

EEMEFN: Low-Light Image Enhancement via Edge-Enhanced Multi-Exposure Fusion Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Location2vec: A Situation-Aware Representation for Visual Exploration of Urban Locations.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

FBVA: A Flow-Based Visual Analytics Approach for Citywide Crowd Mobility.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2019

DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-To-Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

VAUD: A Visual Analysis Approach for Exploring Spatio-Temporal Urban Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2018

Structuring Mobility Transition With an Adaptive Graph Representation.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2018

2017

A hand gesture recognition system based on canonical superpixel-graph.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2017

Spatial-temporal visualization of city-wide crowd movement.

[BibT_eX]

[DOI]

J. Vis., 2017

ChemSAR: an online pipelining platform for molecular SAR modeling.

[BibT_eX]

[DOI]

J. Cheminformatics, 2017

A new method of large-scale short-term forecasting of agricultural commodity prices: illustrated by the case of agricultural markets in Beijing.

[BibT_eX]

[DOI]

J. Big Data, 2017

2016

ADME Properties Evaluation in Drug Discovery: Prediction of Caco-2 Cell Permeability Using a Combination of NSGA-II and Boosting.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2016

BioTriangle: a web-accessible platform for generating various molecular representations for chemicals, proteins, DNAs/RNAs and their interactions.

[BibT_eX]

[DOI]

J. Cheminformatics, 2016

TargetNet: a web service for predicting potential drug-target interaction profiling via multi-target SAR models.

[BibT_eX]

[DOI]

J. Comput. Aided Mol. Des., 2016

2015

protr/ProtrWeb: R package and web server for generating various numerical representation schemes of protein sequences.

[BibT_eX]

[DOI]

Bioinform., 2015

Visualizing the time-varying crowd mobility.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH Asia 2015 Visualization in High Performance Computing, 2015

Min-Feng Zhu

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