Bach Tran

According to our database, Bach Tran authored at least 17 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Big data meets storytelling: using machine learning to predict popular fanfiction.

Duy Nguyen, Stephen Zigmond, Samuel Glassco, Bach Tran, Philippe J. Giabbanelli

Soc. Netw. Anal. Min., December, 2024

Integrating Software and Systems Engineering: A Framework for Human-Centric Design of Augmented Reality Applications.

Emi Aoki, Bach Tran, Flore Norcéide, Vinh Tran, Shivakumar Sastry, Charles Thompson, Kavitha Chandra

Proceedings of the IEEE International Systems Conference, 2024

2023

Representing Augmented Reality Applications in Systems Modeling Language.

Emi Aoki, Bach Tran, Vinh Tran, Kimseng Soth, Charles Thompson, Susan Tripathy, Kavitha Chandra, Shivakumar Sastry

Proceedings of the IEEE International Systems Conference, 2023

2022

Self-supervised Learning with Multi-view Rendering for 3D Point Cloud Analysis.

Bach Tran, Binh-Son Hua, Anh Tuan Tran, Minh Hoai

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Novel DCA based algorithms for a special class of nonconvex problems with application in machine learning.

Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran

Appl. Math. Comput., 2021

2020

Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression.

Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran

Neural Networks, 2020

Performance Analysis of Software Defined Network Concepts in Networked Embedded Systems.

Bach Tran, Mohamed Elamin, Nghi H. Tran, Shivakumar Sastry

Mob. Networks Appl., 2020

2019

Advanced Difference of Convex functions Algorithms for some topics of Machine Learning with Big Data. (Algorithmes avancés de DCA pour certaines classes de problèmes en apprentissage automatique du Big Data).

Bach Tran

PhD thesis, 2019

Customer Clustering of French Transmission System Operator (RTE) Based on Their Electricity Consumption.

Gabriel Da Silva, Hoai Minh Le, Hoai An Le Thi, Vincent Lefieux, Bach Tran

Proceedings of the Optimization of Complex Systems: Theory, 2019

Mapping a Virtual View to the Physical World to Guide the Completion of Complex Task Sequences.

Bach Tran, Shivakumar Sastry

Proceedings of the 2019 IEEE International Systems Conference, 2019

Deep Clustering with Spherical Distance in Latent Space.

Bach Tran, Hoai An Le Thi

Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2019

2018

A DCA-Like Algorithm and its Accelerated Version with Application in Data Visualization.

Hoai An Le Thi, Hoai Minh Le, Phan Duy Nhat, Bach Tran

CoRR, 2018

2017

Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification.

Hoai An Le Thi, Hoai Minh Le, Phan Duy Nhat, Bach Tran

Proceedings of the 34th International Conference on Machine Learning, 2017

Stochastic DCA for Sparse Multiclass Logistic Regression.

Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran

Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2017

Ramp Loss Support Vector Data Description.

Vo Xuanthanh, Bach Tran, Hoai An Le Thi, Tao Pham Dinh

Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016

Influence of the spatial correlation properties on coded MIMO-OFDM system performance based on SCM in Urban Microcell environment.

Bach Tran, Nga Nguyen Thu, Van-Duc Nguyen, Byeungwoo Jeon

Proceedings of the 10th International Conference on Ubiquitous Information Management and Communication, 2016

2014

An investigation of the spatial correlation influence on coded MIMO-OFDM system.

Nga Nguyen, Bach Tran, Quoc Khuong Nguyen, Van Duc Nguyen, Byeungwoo Jeon

Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014