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ORCIDThanh Tam Nguyen
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2020 – today
- 2023
[j22]Chi Thang Duong, Thanh Tam Nguyen
, Trung-Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen:
Deep MinCut: Learning Node Embeddings by Detecting Communities. Pattern Recognit. 134: 109126 (2023)- [j21]Thanh Trung Huynh, Chi Thang Duong, Thanh Tam Nguyen, Tong Van Vinh, Abdul Sattar, Hongzhi Yin, Quoc Viet Hung Nguyen:
Network Alignment With Holistic Embeddings. IEEE Trans. Knowl. Data Eng. 35(2): 1881-1894 (2023) - [i13]Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller:
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era. CoRR abs/2301.09362 (2023) - 2022
- [j20]Thanh Nguyen, Quoc Viet Hung Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Thien Huynh-The, Saeid Nahavandi, Thanh Tam Nguyen, Quoc-Viet Pham, Cuong M. Nguyen:
Deep learning for deepfakes creation and detection: A survey. Comput. Vis. Image Underst. 223: 103525 (2022) - [j19]Thanh Cong Phan, Nguyen Duc Khang Quach, Thanh Tam Nguyen, Thanh Toan Nguyen, Jun Jo, Quoc Viet Hung Nguyen:
Real-time wildfire detection with semantic explanations. Expert Syst. Appl. 201: 117007 (2022) - [j18]Thanh Tam Nguyen, Thanh Cong Phan, Minh Hieu Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen:
Model-agnostic and diverse explanations for streaming rumour graphs. Knowl. Based Syst. 253: 109438 (2022) - [j17]Duong Chi Thang, Thanh Dat Hoang, Thanh Tam Nguyen, Jun Jo, Nguyen Quoc Viet Hung, Karl Aberer:
Nature vs. Nurture: Feature vs. Structure for Graph Neural Networks. Pattern Recognit. Lett. 159: 46-53 (2022) - [j16]Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Quoc Viet Hung Nguyen:
Entity Alignment for Knowledge Graphs With Multi-Order Convolutional Networks. IEEE Trans. Knowl. Data Eng. 34(9): 4201-4214 (2022) - [j15]Chi Thang Duong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen:
Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding. IEEE Trans. Knowl. Data Eng. 34(11): 5307-5320 (2022) - [c30]Khiem Vinh Tran, Hao Phu Phan, Nguyen Duc Khang Quach, Ngan Luu-Thuy Nguyen, Jun Jo, Thanh Tam Nguyen:
A Comparative Study of Question Answering over Knowledge Bases. ADMA (1) 2022: 259-274 - [c29]Nguyen Duc Khang Quach, Chaoqun Yang, Viet Hung Vu, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Jun Jo:
A Benchmarking Evaluation of Graph Neural Networks on Traffic Speed Prediction. ADMA (1) 2022: 472-488 - [c28]Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl:
Prototype Learning for Interpretable Respiratory Sound Analysis. ICASSP 2022: 9087-9091 - [c27]Cheng-Ying Yang, Hsuan-Fu Wang, Thanh Tam Nguyen:
Perfomance Evalution for the GFDM in the vehiculare channel. ICCE-TW 2022: 489-490 - [c26]Thanh Trung Huynh, Duong Chi Thang, Thanh Tam Nguyen, Van Vinh Tong, Abdul Sattar, Hongzhi Yin, Quoc Viet Hung Nguyen:
Network Alignment with Holistic Embeddings (Extended Abstract). ICDE 2022: 1509-1510 - [c25]Thanh Cong Phan, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen:
exRumourLens: Auditable Rumour Detection with Multi-View Explanations. ICDE 2022: 3174-3177 - [c24]Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller:
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. INTERSPEECH 2022: 4003-4007 - [i12]Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller:
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. CoRR abs/2203.16141 (2022) - [i11]Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen:
Detecting Rumours with Latency Guarantees using Massive Streaming Data. CoRR abs/2205.06580 (2022) - [i10]Thanh Tam Nguyen, Thanh Cong Phan, Minh Hieu Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen:
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs. CoRR abs/2207.08098 (2022) - [i9]Thanh Tam Nguyen, Thanh Trung Huynh, Phi Le Nguyen, Alan Wee-Chung Liew, Hongzhi Yin, Quoc Viet Hung Nguyen:
A Survey of Machine Unlearning. CoRR abs/2209.02299 (2022) - [i8]Vinh Tong, Dat Quoc Nguyen, Thanh Trung Huynh, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Mathias Niepert:
Joint Multilingual Knowledge Graph Completion and Alignment. CoRR abs/2210.08922 (2022) - [i7]Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller:
Fast Yet Effective Speech Emotion Recognition with Self-distillation. CoRR abs/2210.14636 (2022) - [i6]Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller:
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning. CoRR abs/2210.14977 (2022) - [i5]Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer:
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. CoRR abs/2211.07400 (2022) - [i4]Khiem Vinh Tran, Hao Phu Phan, Nguyen Duc Khang Quach, Ngan Luu-Thuy Nguyen, Jun Jo, Thanh Tam Nguyen:
A Comparative Study of Question Answering over Knowledge Bases. CoRR abs/2211.08170 (2022) - 2021
- [j14]Thanh Toan Nguyen, Minh Tam Pham, Thanh Tam Nguyen, Thanh Trung Huynh, Van Vinh Tong, Quoc Viet Hung Nguyen, Thanh Tho Quan:
Structural representation learning for network alignment with self-supervised anchor links. Expert Syst. Appl. 165: 113857 (2021) - [j13]Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Thi Nguyen, Bay Vo, Jun Jo, Quoc Viet Hung Nguyen:
JUDO: Just-in-time rumour detection in streaming social platforms. Inf. Sci. 570: 70-93 (2021) - [c23]Thanh Tam Nguyen, Thanh Toan Nguyen, Thanh Cong Phan, Quang Duc Nguyen, Quoc Viet Hung Nguyen:
Realtime Bushfire Detection with Spatial-based Complex Event Processing. ACOMP 2021: 1-8 - [c22]Xuan Truong Du Chau, Thanh Tam Nguyen, Jun Jo, Quoc Viet Hung Nguyen:
Are Rumors Always False?: Understanding Rumors Across Domains, Queries, and Ratings. ADMA 2021: 174-189 - [c21]Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Nguyen Quoc Viet Hung:
Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks (Extended Abstract). ICDE 2021: 2323-2324 - [c20]Bo Zhao, Han van der Aa, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Matthias Weidlich:
EIRES: Efficient Integration of Remote Data in Event Stream Processing. SIGMOD Conference 2021: 2128-2141 - [i3]Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl:
Prototype Learning for Interpretable Respiratory Sound Analysis. CoRR abs/2110.03536 (2021) - [i2]Minh Tam Pham, Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen, Thanh Thi Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen:
A dual benchmarking study of facial forgery and facial forensics. CoRR abs/2111.12912 (2021) - [i1]Vinh Van Tong, Thanh Trung Huynh, Thanh Tam Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Huynh Quyet Thang:
Link-Intensive Alignment for Incomplete Knowledge Graphs. CoRR abs/2112.09266 (2021) - 2020
- [j12]Thanh Cong Phan, Thanh Tam Nguyen, Thanh Dat Hoang, Quoc Viet Hung Nguyen, Jun Jo:
Multi-Scale Bushfire Detection From Multi-Modal Streams of Remote Sensing Data. IEEE Access 8: 228496-228513 (2020) - [j11]Thanh Tam Nguyen, Thanh Dat Hoang, Minh Tam Pham, Vu Tuyet Trinh, Thanh-Hung Nguyen, Quyet-Thang Huynh, Jun Jo:
Monitoring agriculture areas with satellite images and deep learning. Appl. Soft Comput. 95: 106565 (2020) - [c19]Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Nguyen Quoc Viet Hung:
Adaptive Network Alignment with Unsupervised and Multi-order Convolutional Networks. ICDE 2020: 85-96 - [c18]Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Bolong Zheng, Quang Huy Nguyen, Quoc Viet Hung Nguyen:
FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort. SIGIR 2020: 2165-2168
2010 – 2019
- 2019
- [b1]Thanh Tam Nguyen:
Debunking Misinformation on the Web: Detection, Validation, and Visualisation. EPFL, Switzerland, 2019 - [j10]Thanh Tam Nguyen, Thanh Cong Phan, Quoc Viet Hung Nguyen, Karl Aberer, Bela Stantic:
Maximal fusion of facts on the web with credibility guarantee. Inf. Fusion 48: 55-66 (2019) - [j9]Nguyen Quoc Viet Hung, Matthias Weidlich, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, Bela Stantic:
Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models. Inf. Syst. 83: 166-180 (2019) - [j8]Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Bolong Zheng, Quoc Viet Hung Nguyen, Bela Stantic:
User Guidance for Efficient Fact Checking. Proc. VLDB Endow. 12(8): 850-863 (2019) - [j7]Thanh Tam Nguyen, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Quoc Viet Hung Nguyen, Bela Stantic:
From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms. Proc. VLDB Endow. 12(9): 1016-1029 (2019) - [j6]Thanh Cong Phan, Thanh Tam Nguyen, Hongzhi Yin, Bolong Zheng, Bela Stantic, Nguyen Quoc Viet Hung:
Efficient User Guidance for Validating Participatory Sensing Data. ACM Trans. Intell. Syst. Technol. 10(4): 37:1-37:30 (2019) - [c17]Nguyen Thanh Toan, Orçun Gümüs, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, René Hexel, Jun Jo:
Joint Sequential Data Prediction with Multi-stream Stacked LSTM Network. AusDM 2019: 77-90 - 2018
- [j5]Nguyen Thanh Toan, Thanh Cong Phan, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Bela Stantic:
Diversifying Group Recommendation. IEEE Access 6: 17776-17786 (2018) - [j4]Nguyen Quoc Viet Hung, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou:
Computing Crowd Consensus with Partial Agreement. IEEE Trans. Knowl. Data Eng. 30(1): 1-14 (2018) - [c16]Quoc Viet Hung Nguyen, Kai Zheng, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Thanh Tam Nguyen, Bela Stantic:
What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration. ICDE 2018: 89-100 - [c15]Quoc Viet Hung Nguyen, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou:
Computing Crowd Consensus with Partial Agreement. ICDE 2018: 1749-1750 - 2017
- [j3]Nguyen Quoc Viet Hung, Chi Thang Duong, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, Xiaofang Zhou:
Argument discovery via crowdsourcing. VLDB J. 26(4): 511-535 (2017) - [j2]Nguyen Quoc Viet Hung, Duong Chi Thang, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, Xiaofang Zhou:
Answer validation for generic crowdsourcing tasks with minimal efforts. VLDB J. 26(6): 855-880 (2017) - [c14]Thanh Tam Nguyen, Matthias Weidlich, Duong Chi Thang, Hongzhi Yin, Nguyen Quoc Viet Hung:
Retaining Data from Streams of Social Platforms with Minimal Regret. IJCAI 2017: 2850-2856 - 2016
- [c13]Thi Hoang Yen Ho, Thanh Tam Nguyen, Insu Song:
Visualizing Learning Activities in Social Network. ACIIDS (1) 2016: 97-105 - [c12]Thanh Tam Nguyen, Insu Song:
Centrality clustering-based sampling for big data visualization. IJCNN 2016: 1911-1917 - [c11]Thanh Tam Nguyen, Insu Song:
Learning space model for educational social networks. IJCNN 2016: 3116-3123 - 2015
- [c10]Nguyen Quoc Viet Hung, Do Son Thanh, Thanh Tam Nguyen, Karl Aberer:
Tag-Based Paper Retrieval: Minimizing User Effort with Diversity Awareness. DASFAA (1) 2015: 510-528 - [c9]Duong Chi Thang, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Karl Aberer:
An Evaluation of Diversification Techniques. DEXA (2) 2015: 215-231 - [c8]Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Matthias Weidlich, Karl Aberer:
Result selection and summarization for Web Table search. ICDE 2015: 231-242 - [c7]Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Vinh Tuan Chau, Tri Kurniawan Wijaya, Zoltán Miklós, Karl Aberer, Avigdor Gal, Matthias Weidlich:
SMART: A tool for analyzing and reconciling schema matching networks. ICDE 2015: 1488-1491 - 2014
- [j1]Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer:
Reconciling Schema Matching Networks Through Crowdsourcing. EAI Endorsed Trans. Collab. Comput. 1(2): e2 (2014) - [c6]Nguyen Quoc Viet Hung, Do Son Thanh, Thanh Tam Nguyen, Karl Aberer:
Privacy-Preserving Schema Reuse. DASFAA (2) 2014: 234-250 - [c5]Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, Matthias Weidlich:
Pay-as-you-go reconciliation in schema matching networks. ICDE 2014: 220-231 - 2013
- [c4]Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer:
On Leveraging Crowdsourcing Techniques for Schema Matching Networks. DASFAA (2) 2013: 139-154 - [c3]Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Ngoc Tran Lam, Karl Aberer:
BATC: a benchmark for aggregation techniques in crowdsourcing. SIGIR 2013: 1079-1080 - [c2]Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Ngoc Tran Lam, Karl Aberer:
An Evaluation of Aggregation Techniques in Crowdsourcing. WISE (2) 2013: 1-15 - 2012
- [c1]Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Thanh Tho Quan:
A Framework to Combine Multiple Matchers for Pair-Wise Schema Matching. RIVF 2012: 1-6
Coauthor Index
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