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 |
|