Thời gian

Nơi công tác

Công việc đảm nhiệm

09/2000

Khoa CNTT- Đại học Duy Tân

Trợ giảng

3/2002

Khoa CNTT- Đại học Duy Tân

Giảng viên

5/2005- 5/2007

Khoa CNTT- Đại học Duy Tân

Trưởng Bộ môn Kỹ thuật mạng

5/2007 -9/2009

Khoa CNTT- Đại học Duy Tân

Trưởng Khoa

9/2009

Phòng QLKH và Đào tạo Sau đại học

Phó Trưởng phòng Quản lý Khoa học và đào tạo Sau đại học

2/2010-11/2010

Khoa sau đại học

Q. Trưởng Khoa sau đại học

12/2010-2017

Khoa sau đại học

Phó Trưởng khoa thường trực Khoa Sau đại học

2017-nay

Khoa sau đại học

Trưởng khoa Sau đại học

1

So-In, C., Nguyen, T.G., Nguyen, N.G: An efficient coverage hole-healing algorithm for area-coverage improvements in mobile sensor networks; Peer-to-Peer Networking and Applications;2019,12(3), pp. 541-552 ( SCIE Q2, IF 1.51)

2

Pradeep Kumar Mallick ; Seuc Ho Ryu ; Gia Nhu Nguyen* ; Prayag Tiwari: Brain MRI Image Classification for Cancer Detection Using Deep Wavelet Autoencoder-Based Deep Neural Network; IEEE Access; Year: 2019, Volume: 7

Pages: 46278– 46287(SCIE Q1, IF 3.5)

3

Deepak Kumar Jain; Akshi Kumar; Saurabh Raj; Sangwan; Gia Nhu Nguyen^*; Prayag Tiwari: A Particle Swarm Optimized Learning Model of Fault Classification in Web-Apps; IEEE Access; Year: 2019, Volume: 7; Pages: 18480 – 18489 (SCIE Q1, IF 3.5)

4

Aditya Khamparia; Deepak Gupta; Nhu Gia Nguyen^*; Ashish Khanna ; Babita Pandey; Prayag Tiwari: Sound Classification Using Convolutional Neural Network and Tensor Deep Stacking Network; IEEE Access; Year: 2019 , Volume: 7

Pages: 7717 – 7727 (SCIE Q1, IF 3.5)

5

Aditya Khamparia; Nguyen Gia Nhu*; Babita Pandey; Deepak Gupta; Joel J. P. C. Rodrigues;Ashish Khanna; Prayag Tiwari: Investigating the Importance of Psychological and Environmental Factors for Improving Learner's Performance using Hidden Markov Model; IEEE Access; Year: 2019 , Volume: 7

Pages: 21559 – 21571 (SCIE Q1, IF 3.5)

6

Tri Gia Nguyen, Chakchai So-In, Nhu Gia Nguyen, "Barrier Coverage Deployment Algorithms for Mobile Sensor Networks," Journal of Internet Technology, vol. 18, no. 7, pp. 1689-1699, Dec. 2017 (SCIE Q2, IF 1.3)

7

Mousumi Paul, Goutam Sanyal, Debabrata Samanta, Gia Nhu Nguyen, Dac-Nhuong Le: Admission Control Algorithm Based-on Effective Bandwidth in V2I Communication; IET Communications, 2018.

8

Nhu Gia Nguyen, Phung Trung Nghia: Reducing over-smoothness in HMM-based speech synthesis using exemplar-based voice conversion; EURASIP Journal on Audio, Speech, and Music Processing, 2017,  DOI: 10.1186/s13636-017-0113-5 ( SCIE IF Q2, IF 1.24)

9

Nhu Gia Nguyen, Dey Nilanjan, Ashour Amira S: Deep Learning for Multimedia Content AnalysisMining Multimedia Documents, Taylor & Francis Group, CRC Press 2017, Pages 193–203, Print ISBN: 978-1-138-03172-2, eBook ISBN: 978-1-315-39973-7

https://doi.org/10.1201/9781315399744-15

10

Nhu Gia Nguyen, Nilanjan Dey, Amira S. Ashour, Le Hoang Son: A survey of the State-of-arts on Neutrosophic Sets in Biomedical Diagnoses.

International Journal of Machine Learning and Cybernetics 04/2017; DOI:10.1007/s13042-017-0691-7 ( SCIE Q1, IF 3.844)

11

Prayag Tiwari, Huy Dao, Gia Nhu Nguyen: Performance Evaluation of Lazy, Decision Tree Classifier and Multilayer Perceptron on Traffic Accident Analysis. Informatica (Slovenia), Volume 41, Issue 1, 2017, Pages 39-46

12

Le Nguyen Bao, Dac-Nhuong Le, Gia Nhu Nguyen, Vikrant Bhateja, Suresh Chandra Satapathy: Optimizing Feature Selection in Video-based Recognition using Max-Min Ant System for the Online Video Contextual Advertisement User-Oriented System, Journal of Computational Science,Volume 21, July 2017, Pages 361-370

DOI:10.1016/j.jocs.2016.10.016 ( SCIE Q1, IF 2.5)

13

Duong Thi Thu Huyen, Nguyen Thanh Binh , Tran Manh Tuan,

Truong Quang Trung, Nguyen Gia Nhu*, Nilanjan Dey, Le Hoang Son: Analyzing trends in hospital-cost payments of patients using ARIMA and GIS: Case study at the Hanoi Medical University Hospital, Vietnam. Journal of Medical Imaging and Health Informatics, 11.2016

14

Sarwar Kamal, Nilanjan Dey,  Sonia Farhana Nimmy, Shamim H. Ripon, Nawab Yousuf Ali, Amira S. Ashour, Wahiba Ben Abdessalem Karaa, Gia Nhu Nguyen, Fuqian Shi: Evolutionary framework for coding area selection from cancer data; Journal Neural Computing & Application, DOI 10.1007/s00521-016-2513-3, 2016) ( SCIE Q2, IF 4.66)

15

Le Nguyen Bao, Le Dac Nhuong, Gia Nhu Nguyen, Le Van Chung, Nilanjan Dey : MMAS Algorithm for Features Selection using 1D-DWT for Video-based Face Recognition in the Online Video Contextual Advertisement User-Oriented System, Journal of Global Information Management, August 2016 ( SCIE Q2)

16

Tri Gia Nguyen, Chakchai So-In, Nhu Gia Nguyen, and Songyut Phoemphon: A Novel Energy-Efficient Clustering Protocol with Area Coverage Awareness for Wireless Sensor Networks. Peer to Peer Networking and Application (PPNA), 2016.   DOI: 10.1007/s12083-016-0524-6 ( SCIE Q2, IF 1.51)

17

Tri Gia Nguyen, Chakchai So-In, and Nhu Gia Nguyen: Barrier Coverage Deployment Algorithms for Mobile Sensor Networks. Journal of Internet Technology (JIT), 2016 ( SCIE Q3)

18

Tri Gia Nguyen, Chakchai So-In, Nhu Gia Nguyen: Radio Irregularity ObstaclesAware Model for Wireless Sensor Networks. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), vol. 8, no. 3, pp. 121-126, 2016.

19

Dey, Nilanjan; Ashour, Amira S.; Chakraborty, Sayan; Samanta, Sourav; Sifaki-Pistolla, Dimitra; Ashour, Ahmed S.; Le, Dac-Nhuong; Nguyen, Gia Nhu: Healthy and Unhealthy Rat Hippocampus Cells Classification: A Neural Based Automated System for Alzheimer Disease Classification; Journal of Advanced Microscopy Research, Volume 11, Number 1, June 2016, pp. 1-10(10).

1

Diem-Phuc Tran, Nguyen Gia Nhu and Van-Dung Hoang: Pedestrian action prediction based on Deep Features Extraction of human posture and traffic scene; Intelligent Information and Database Systems, ( Lecture Notes in Computer Science book series (LNCS, volume 10752), Springer,  pp 563-572  ), DOI https://doi.org/10.1007/978-3-319-75420-8_53

2

Gia Nhu Nguyen, K. Jagatheesan, Amira S. Ashour, B. Anand and Nilanjan Dey: Ant Colony Optimization Based Load Frequency Control of Multi-area Interconnected Thermal Power System with Governor Dead-Band Nonlinearity; Lecture Notes in Networks and Systems, Volume 18, Smart Trends in Systems, Security and Sustainability, 01. 2018

3

Pranay Yadav, Shachi Sharma, Prayag Tiwari, Nilanjan Dey, Amira S.Ashour, Gia Nhu Nguyen: A Modified Hybrid Structure for Next Genration Super High Speed Communication using TDLTE and Wi-Max. Internet of Things and Big Data Analytics toward Next Generation Intelligence, Edited by Nilanjan Dey, Aboul Ella Hassanien, Chintan Bhatt, Amira S. Ashour, Suresh Chandra Satapathy, 05/2017: chapter 21; Studies in Big Data, Springer

4

Vikrant Bhateja, Abhishek Tripathi, Aditi Sharma, Nguyen Bao Le, Suresh Chandra Satapathy, Nguyen Gia Nhu and Dac-Nhuong Le: Ant Colony Optimization based Anisotropic Di↵usion Approach for Despeckling of SAR Image, In Proceedings of Integrated Uncertainty in Knowledge Modelling and Decision Making, International Symposium IUKM 2016, Springer 2016.

5

Nguyen Bao Le, Dac-Nhuong Le, Gia Nhu Nguyen, Nang Toan Do: Optimizing Selection of PZMI Features based on MMAS Algorithm for Face Recognition of the Online Video Contextual Advertisement User-Oriented System, In Proceedings of Integrated Uncertainty in Knowledge Modelling and Decision Making, International Symposium IUKM 2016, Springer 2016.

6

Tri Gia Nguyen, Chakchai So-In, Nhu Gia Nguyen: Maximum Barrier Coverage Deployment Algorithms in Wireless Sensor Networks. In Proceedings of International Joint Conference on Computer Science and Software Engineering (JCSSE 2016), (IEEE Xplore)

7

Tri Gia Nguyen, Chakchai So-In, Nhu Gia Nguyen: Two energy-efficient cluster head selection techniques based on distance for wireless sensor networks. in Proceedings of International Computer Science and Engineering Conference (ICSEC 2014). (IEEE Xplore)

8

Dac Nhuong Le, Gia Nhu Nguyen: A New Ant-Based Approach for Optimal Service Selection with E2E QoS Constraints. Intelligence in the Era of Big Data Communications in Computer and Information Science Volume 516, 2015, pp 98-109, Springer

9

Truc Tran Thanh, Sy Ngo Van, Nhu Nguyen Gia: Modulation-based Collaboration: Interference -free for Cooperative Spectrum Sharing for 4 -QAM based Co-existing System. The 2nd International Symposium on Information and Communication Technology - SoICT 2015, Hue, Viet Nam.

10

Truc Thanh Tran, Ha Dac Binh, Van-Dung Hoang, Nguyen Gia Nhu : I-Q based Cooperative Spectrum Sharing in System with Multiple SU Transmitters and Common Receiver. In Proceedings of International Conference on Computing, Management and Educational Tech (ComManTel 2015).

11

Gia Nhu Nguyen, Nhat Tan Tran, Thanh Trung Nguyen and Duc Man Nguyen : The Benefits of CDIO for ABET Preparation from a Hands-on Study in Vietnam,  Proceedings of the 10th International CDIO Conference, Barcelona, June 15 – 19, 2014.

12

Dac-Binh Ha, Nhu Gia Nguyen, Duc-Dung Tran, Thanh-Hieu Nguyen: Physical Layer Security in UWB Communication Systems with Transmit Antenna Selection. In Proceedings of International Conference on Computing, Management and Educational Tech (ComManTel 2014).

13

Gia Nhu Nguyen, Nguyen Bao Le, Thanh Trung Nguyen : CDIO as the Foundations for International Accreditations, In Proceedings of the 9th International CDIO Conference, Massachusetts Institute of Technology and Harvard University School of Engineering and Applied Sciences, Cambridge, Massachusetts, June 9 – 13, 2013

1

Anand Nayyar, Dac-Nhuong Le, Nhu Gia Nguyen ( Editors): Advances in Swarm Intelligence for Optimizing Problems in Computer Science; Chapman and Hall/CRC ;10.2018,  ISBN 9781138482517

2

Dac-Nhuong Le, Chung Van Le, Jolanda G. Tromp, Gia Nhu Nguyen (Editor): Emerging Technologies for Health and Medicine: Virtual Reality, Augmented Reality, Artificial Intelligence, Internet of Things, Robotics, Industry 4.0; Wiley Publishing, 10.2018, ISBN: 978-1-119-50985-1

3

Vikrant Bhateja, Le Nguyen Bao, Gia Nhu Nguyen, Suresh Satapathy, Dac-Nhuong Le ( Editors): Information Systems Design and Intelligent Applications; Springer (AISC); 03.2018, ISBN 978-981-10-7512-4

4

Himani Bansal, Gulshan Shrivastava, Gia Nhu Nguyen, Loredana Mihaela: Social Network Analytics for Contemporary Business Organizations; IGI Global, March 2018, DOI 10.4018/978-1-5225-5097-6

5

Dac-Nhuong Le, Gia Nhu Nguyen, Raghvendra Kumar,Jyotir Moy Chatterjee: Cloud Computing and Virtualization; Wiley Publishing, 03.2018, ISBN: 978-1-119-48790-6

6

Dey, N., Ashour, A.S., Mohamed, W.S., Gia Nhu Nguyen: Acoustic Sensors for Biomedical Applications; Springer International Publishing, DOI: 10.1007/978-3-319-92225-5

7

Anand Nayyar, Dac-Nhuong Le, Vikram Puri, Gia Nhu Nguyen (2017), Wireless Sensor Network:  Architecture, Protocols and Simulation, VSRD Academic Publishing, India. ISBN-13: 978-93-86258-11-3

8

Dac-Nhuong Le, Nguyen Gia Nhu (2016), Multimedia Communication, Information and Communications Publishing House, Ministry of Information and Communication, Vietnam. ISBN-13: 978-604-80-1558-9.

TT

Tên chương trình (CT), đề tài (ĐT)

Mã số và cấp quản lý

Thời gian thực hiện

Kết quả

1

Nghiên cứu và phát triển hệ thống kiểm soát an ninh sử dụng công nghệ nhận dạng đa sinh trắc kết hợp với công nghệ nhận dạng bằng tần số vô tuyến (RFID) trên nền hệ thống nhúng.

Bộ Giáo dục và đào tạo

2012-2013

Đã nghiệm thu

2

Nghiên cứu và phát triển hệ thống quảng cáo tùy biến nội dung trong ngữ cảnh thời gian thực sử dụng công nghệ nhận dạng và giám sát tự động người dùng

Bộ Giáo dục và Đào tạo

2016-2018

3

Số hóa phố cổ Hội An trên nền công nghệ 3D nhằm bảo tồn và giới thiệu di sản Việt Nam ra thế giới

Tỉnh Quảng Nam

2016

Đã nghiệm thu

4

Phân chia tài nguyên: Độ phức tạp và thuật toán xấp xỉ

Nafosted

2016

5

Nghiên cứu một số thuật toán tối ưu kiểm soát rủi ro, xung đột trong lập lịch dự án phần mềm

Nafosted

2019

1

2011

Giảng viên hoàn thành xuất sắc nhiệm vụ năm học 2009-2010 (14/ 01/ 11 )

Bộ GD-ĐT

2

2014

Đã có thành tích xuất sắc trong quá trình xây dựng và phát triển Nhà trường Giai đoạn 1994-2014              (04/11/2014)

Bộ GD-ĐT

3

2014

Đã có đóng góp xuất sắc trong quá trình xây dựng và phát triển Nhà trường Giai đoạn 1994-2014              (11/2014)

Trường Đại học Duy Tân

4

2016

Cán bộ tiêu biểu trong phong trào thi đua

“Lao động giỏi, lao động sáng tạo” lần thứ IV năm 2016

UBND TP Đà Nẵng

5

2017

Bằng khen của Chủ tịch UBND thành phố Đà Nẵng cho công trình khoa học được đăng trên tạp chí ISI

UBND TP Đà Nẵng