Đại Học Tôn Đức Thắng

Năng lực Nghiên cứu Khoa học

Trung tâm Tin học – Trường Đại học Tôn Đức Thắng khẳng định vị thế tiên phong trong nghiên cứu và ứng dụng công nghệ thông tin phục vụ giáo dục, quản lý và chuyển đổi số.

Với thế mạnh tập trung vào Trí tuệ nhân tạo (AI), Học máy (Machine Learning), Dữ liệu lớn (Big Data) và các giải pháp phần mềm thông minh, Trung tâm không ngừng tạo ra những công trình khoa học có giá trị thực tiễn và học thuật.

Đội ngũ giảng viên – nhà nghiên cứu của Trung tâm đã và đang công bố nhiều kết quả tại các tạp chí, hội nghị quốc tế uy tín, góp phần nâng cao uy tín nghiên cứu và thương hiệu của Nhà trường.

 Các công bố khoa học tiêu biểu

No

Authors

Title

Year

Source title

DOI

1

N.P., Nguyen, Ngoc Phien; P.T., Tran-Truong, Phat T.; H., Son, Haxuan; V.H., Khanh, Vo H.; N.M., Triet, N. M.; H.H., Luong, Huong Hoang; B.K., Le, Bang Khanh; N.N.T., K, Ngan Nguyen T.

CI2P-MedHFDroid: a context-aware individual privacy preferences model for medical, health & fitness android apps

2025

International Journal of Information Security

10.1007/s10207-025-01098-w

2

N.T.H., Phuong, Nguyen Thi Hoang; H., Nguyen, Hiep; X.N.T., Thanh, Xuan Nguyen Thi; N.P., Nguyen, Ngoc Phien

Advances in Machine Learning Framework for Near-Infrared Spectroscopy: A Taxonomic Review on Food Quality Assessment; Analizirani so napredki v strojnih učnih modelih za spektroskopijo bližnjega infrardečega spektra (NIRS) pri oceni kakovosti hrane

2025

Informatica (Slovenia)

10.31449/inf.v49i11.7482

3

P.H., Duong, Phuc H.; T.T., Nguyen, Truc T.; H.T., Nguyen, Hien Thanh

Fusion Network for Multimodal Hate Speech Detection

2024

 

10.1145/3654522.3654562

4

L.M., Tuan, Luc Minh; R., Senkerik, Roman; T.K., Dang, Tran Khanh

Predicting Bitcoin’s Price: A Critical Review of Forecasting Models and Methods

2024

Communications in Computer and Information Science

10.1007/978-981-96-0434-0_3

5

N.T., Nhan, Nguyen Trong; D.T., Anh, Duong Tuan; J., Dvorský, Jiří

Combining Dynamic Programming and GPU to accelerate k-Distance Discord Detection in Time Series Data

2023

 

10.1145/3635638.3635654

6

N.P., Nguyen, Ngoc Phien; D., Tuan Anh, Duong; P., Jan, Platos

Strategies of Multi-Step-ahead Forecasting for Chaotic Time Series using Autoencoder and LSTM Neural Networks: A Comparative Study

2023

 

10.1145/3582177.3582187

7

N.P., Nguyen, Ngoc Phien; J., Platoš, Jan

The PSR-Transformer Nexus: A Deep Dive into Stock Time Series Forecasting

2023

International Journal of Advanced Computer Science and Applications

10.14569/IJACSA.2023.0141292

9

N.P., Nguyen, Ngoc Phien; T.V.T., Duong, Thuy Van T.

A WebGIS Solution for Effective Investment Promotion for Investors: A Case Study in Gia Lai Province, Vietnam

2022

 

10.1109/ICECE56287.2022.10048638

10

T., Thi Thu Huynh, Thuy; D.T., Anh, Duong Tuan; V.T., Ngoc Chau, Vo Thi

A new discord definition and an efficient time series discord detection method using GPUs

2021

ACM International Conference Proceeding Series

10.1145/3507473.3507483

11

N.P., Nguyen, Ngoc Phien; D., Tuan Anh, Duong; J., Platoš, Jan

A Comparison between Deep Belief Network and LSTM in Chaotic Time Series Forecasting

2021

ACM International Conference Proceeding Series

10.1145/3490725.3490749

12

L.H., Binh, Le Huu; T.V.T., Duong, Thuy Van T.

Load balancing routing under constraints of quality of transmission in mesh wireless network based on software defined networking

2021

Journal of Communications and Networks

10.23919/JCN.2021.000004

13

T.K., Dang, Tran Khanh; D.K., Nguyen, Dinh Khuong; L.M., Tuan, Luc Minh

OpenK: An Elastic Data Cleansing System with A Clustering-based Data Anomaly Detection Approach

2021

 

10.1109/ACOMP53746.2021.00023

14

H.T.T., Thuy, Huynh Thi Thu; D.T., Anh, Duong Tuan; C.T.N., Vo, Chau Thi Ngoc

Segmentation-Based Methods for Top-k Discords Detection in Static and Streaming Time Series Under Euclidean Distance

2021

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

10.1007/978-3-030-93179-7_12

15

L.N.T., Thanh, Lam Nguyen Tran; N.P., Nguyen, Ngoc Phien; N.T., Anh, Nguyen The; K.H., Vo, Khanh Hong; H.H., Luong, Huong Hoang; T.D., Anh, Tuan Dao; K.N.H., Tuan, Khoi Nguyen Huynh; X.S., Ha, Xuan Son

IoHT-MBA: An Internet of Healthcare Things (IoHT) Platform based on Microservice and Brokerless Architecture

2021

International Journal of Advanced Computer Science and Applications

10.14569/IJACSA.2021.0120768

16

L.N.T., Thanh, Lam Nguyen Tran; N.P., Nguyen, Ngoc Phien; N.T., Anh, Nguyen The; K.H., Vo, Khanh Hong; H.H., Luong, Huong Hoang; T.D., Anh, Tuan Dao; K.N.H., Tuan, Khoi Nguyen Huynh; X.S., Ha, Xuan Son

SIP-MBA: A Secure IoT Platform with Brokerless and Micro-service Architecture

2021

International Journal of Advanced Computer Science and Applications

10.14569/IJACSA.2021.0120767

17

L.N.T., Thanh, Lam Nguyen Tran; N.P., Nguyen, Ngoc Phien; N.T., Anh, Nguyen The; K.H., Vo, Khanh Hong; H.H., Luong, Huong Hoang; T.D., Anh, Tuan Dao; K.N.H., Tuan, Khoi Nguyen Huynh; X.S., Ha, Xuan Son

UIP2SOP: A Unique IoT Network applying Single Sign-On and Message Queue Protocol

2021

International Journal of Advanced Computer Science and Applications

10.14569/IJACSA.2021.0120603

18

N.P., Nguyen, Ngoc Phien; N.T., Nhan, Nguyen Trong; D.T., Anh, Duong Tuan

An efficient method for discovering variable-length motifs in time series based on suffix array

2019

ACM International Conference Proceeding Series

10.1145/3368926.3369697

19

T.D., Do, Thuc Doan; P.D., Ngo, Phuong Dai; H.T.H., Van, Hoang Thi Hong; T.V.T., Duong, Thuy Van T.

An efficient bit serialization and probability-based algorithm for time series discord discovery

2019

ICIC Express Letters

10.24507/icicel.13.08.673

20

B., Huynh, Bao; C., Trinh, Cuong; V., Dang, Vu; B., Vo, Bay

A parallel method for mining frequent patterns with multiple minimum support thresholds

2019

International Journal of Innovative Computing, Information and Control

10.24507/ijicic.15.02.479

21

H., Le, Haitrieu; N.T.T., Le, Ngoc Tien Thanh; N.P., Nguyen, Ngoc Phien; N., Duong-Trung, Nghia; X.S., Ha, Xuan Son; T.T., Huynh, Thai Tam; T.P., Nguyen, The Phuc

Introducing multi shippers mechanism for decentralized cash on delivery system

2019

International Journal of Advanced Computer Science and Applications

10.14569/ijacsa.2019.0100676

22

N.T.T., Le, Ngoc Tien Thanh; Q.N., Nguyen, Quoc Nghiep; N.P., Nguyen, Ngoc Phien; N., Duong-Trung, Nghia; T.T., Huynh, Thai Tam; T.P., Nguyen, The Phuc; X.S., Ha, Xuan Son

Assuring non-fraudulent transactions in cash on delivery by introducing double smart contracts

2019

International Journal of Advanced Computer Science and Applications

10.14569/ijacsa.2019.0100584

23

X.S., Ha, Xuan Son; M.H., Nguyen, Minh Hoang; N.P., Nguyen, Ngoc Phien; H., Le, Haitrieu; Q.N., Nguyen, Quoc Nghiep; V.D., Dinh, Van Dai; P.T., Tru, Phu Thinh; T.P., Nguyen, The Phuc

Towards a mechanism for protecting seller's interest of cash on delivery by using smart contract in hyperledger

2019

International Journal of Advanced Computer Science and Applications

10.14569/ijacsa.2019.0100405

24

T.D., Do, Thuc Doan; H.T.H., Van, Hoang Thi Hong; C.N.T., Huynh, Cam Ngoc Thi; T.D., Thuy Van, T. Duong

An information theory-based approach for time series discord discovery

2018

ICIC Express Letters

10.24507/icicel.12.10.1071

25

B., Huynh, Bao; C., Trinh, Cuong; H.M., Huynh, Huy M.; T., Van, Trangtrang; B., Vo, Bay; V., Snášel, Václav

An efficient approach for mining sequential patterns using multiple threads on very large databases

2018

Engineering Applications of Artificial Intelligence

10.1016/j.engappai.2018.06.009

26

T., Le, Tuong; A., Nguyen, Anh; B., Huynh, Bao; B., Vo, Bay; W., Pedrycz, Witold

Mining constrained inter-sequence patterns: a novel approach to cope with item constraints

2018

Applied Intelligence

10.1007/s10489-017-1123-9

27

N.P., Nguyen, Ngoc Phien

An efficient method for estimating time series motif length using sequitur algorithm

2018

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

10.1007/978-3-030-00557-3_52

28

T.L., Nguyen, Thanh Long; B., Vo, Bay; B., Huynh, Bao; V., Snášel, Václav; L.T.T., Nguyen, Loan Thi Thuy

Constraint-based method for mining colossal patterns in high dimensional databases

2018

Advances in Intelligent Systems and Computing

10.1007/978-3-319-67220-5_18

29

B., Huynh, Bao; B., Vo, Bay; V., Snášel, Václav

An Efficient Parallel Method for Mining Frequent Closed Sequential Patterns

2017

IEEE Access

10.1109/ACCESS.2017.2739749

30

T.D., Do, Thuc Doan; T.D., Thuy Van, T. Duong

An information theory-based approach for detecting special lecturers

2017

ICIC Express Letters

 

31

H.T.H., Van, Hoang Thi Hong; C.T.N., Vo, Chau Thi Ngoc; N.H., Phung, Nguyen Hua

An expanded prefix tree-based mining algorithm for sequential pattern maintenance with deletions

2017

 

10.1109/ICITISEE.2017.8285476

32

T.D., Do, Thuc Doan; T.M., Tran, Tuan Minh; X.M.T., Le, Xuan May Thi; T.D., Thuy Van, T. Duong

Detecting special lecturers using information theory-based outlier detection method

2017

ACM International Conference Proceeding Series

10.1145/3093241.3093274

33

B., Huynh, Bao; B., Vo, Bay; V., Snášel, Václav

An efficient method for mining frequent sequential patterns using multi-Core processors

2017

Applied Intelligence

10.1007/s10489-016-0859-y

34

B., Huynh, Bao; D., Nguyen, Dang; B., Vo, Bay

Parallel frequent subgraph mining on multi-core processor systems

2016

ICIC Express Letters

 

35

N.D., Phuong, Nguyen Dong; C.T.N., Vo, Chau Thi Ngoc; T., Ho, Tubao

A hybrid semi-supervised learning approach to identifying protected health information in electronic medical records

2016

 

10.1145/2857546.2857630

36

T.D., Thuy Van, T. Duong; D.Q., Tran, Dinh Que

A fusion of data mining techniques for predicting movement of mobile users

2015

Journal of Communications and Networks

10.1109/JCN.2015.000104

37

T.D., Thuy Van, T. Duong; D.Q., Tran, Dinh Que

Mobility prediction based on collective movement behaviors in public WLANs

2015

 

10.1109/SAI.2015.7237265

38

T.D., Thuy Van, T. Duong; T.D., Do, Thuc Doan; N.P., Nguyen, Ngoc Phien

Exploiting faculty evaluation forms to improve teaching quality: An analytical review

2015

 

10.1109/SAI.2015.7237182

39

B., Huynh, Bao; B., Vo, Bay

Using multi-core processors for mining frequent sequential patterns

2015

ICIC Express Letters

 

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