Duong Tuan Anh

75 papers B 5C 2Misc 1Journal 15Unranked 51

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Subsequence Join in Streaming Time Series under Dynamic Time Warping. Vietnam. J. Comput. Sci. Bui Cong Giao, Duong Tuan Anh
2023	—	`conf`	Combining Dynamic Programming and GPU to accelerate k-Distance Discord Detection in Time Series Data. MLMI Nguyen Trong Nhan, Duong Tuan Anh, Jiri Dvorský
2022	J	`jnl`	Anomaly repair-based approach to improve time series forecasting. Intell. Data Anal. Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
2022	—	`conf`	Improving River Runoff Forecasting through Anomaly Detection and Repair. RIVF Pham Ngoc Hung, Duong Tuan Anh
2021	—	`conf`	A Comparison between Deep Belief Network and LSTM in Chaotic Time Series Forecasting. MLMI Nguyen Ngoc Phien, Duong Tuan Anh, Jan Platos
2021	—	`conf`	A Dynamic Programming Approach for Time Series Discord Detection. ICCASA Duong Tuan Anh, Nguyen Van Hien
2021	—	`conf`	A new discord definition and an efficient time series discord detection method using GPUs. ICSED Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
2021	J	`jnl`	Efficient segmentation-based methods for anomaly detection in static and streaming time series under dynamic time warping. J. Intell. Inf. Syst. Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
2021	—	`conf`	Foreign Exchange Rate Forecasting using Autoencoder and LSTM Networks. ICIIT Tran Van Hoa, Duong Tuan Anh, Duong Ngoc Hieu
2021	—	`conf`	Segmentation-Based Methods for Top-k Discords Detection in Static and Streaming Time Series Under Euclidean Distance. ICCASA Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
2020	—	`conf`	A Comparison Between Stacked Auto-Encoder and Deep Belief Network in River Run-Off Prediction. ICCASA/ICTCC Bui Tan Kinh, Duong Tuan Anh, Duong Ngoc Hieu
2020	J	`jnl`	Efficient search for top- Int. J. Bus. Intell. Data Min. Bui Cong Giao, Duong Tuan Anh
2019	J	`jnl`	A survey on time series motif discovery. Int. J. Bus. Intell. Data Min. Cao Duy Truong, Duong Tuan Anh
2019	—	`conf`	An Effective Implementation of Motif-Based Time Series Classification. RIVF Nguyen Van Kier, Duong Tuan Anh
2019	—	`conf`	An Efficient Method for Discovering Variable-length Motifs in Time Series based on Suffix Array. SoICT Nguyen Ngoc Phien, Nguyen Trong Nhan, Duong Tuan Anh
2019	—	`conf`	Incremental Clustering for Time Series Data Based on an Improved Leader Algorithm. RIVF Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
2018	—	`conf`	A Novel Method for Time Series Anomaly Detection based on Segmentation and Clustering. KSE Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
2018	—	`conf`	An Efficient Hash-Based Method for Time Series Motif Discovery. MIWAI Pham Thanh Xuan, Duong Tuan Anh
2018	—	`conf`	Discord Detection in Streaming Time Series with the Support of R-Tree. ACOMP Pham Minh Chau, Bui Minh Duc, Duong Tuan Anh
2018	—	`conf`	Discord Discovery in Streaming Time Series based on an Improved HOT SAX Algorithm. SoICT Pham Minh Chau, Bui Minh Duc, Duong Tuan Anh
2017	J	`jnl`	A novel clustering-based method for time series motif discovery under time warping measure. Int. J. Data Sci. Anal. Cao Duy Truong, Duong Tuan Anh
2017	—	`conf`	An Application of Similarity Search in Streaming Time Series under DTW: Online Forecasting. SoICT Bui Cong Giao, Duong Tuan Anh
2017	—	`conf`	Discovering Motifs in a Database of Shapes under Rotation Invariant Dynamic Time Warping. SoICT Cao Duy Truong, Duong Tuan Anh
2017	J	`jnl`	Instance reduction for time series classification using MDL principle. Intell. Data Anal. Vo Thanh Vinh, Duong Tuan Anh
2016	—	`conf`	A suite of techniques to improve random projection in time series motif discovery. RIVF Dang Xuan Binh, Duong Tuan Anh
2016	—	`conf`	An Efficient Method for Time Series Join on Subsequence Correlation Using Longest Common Substring Algorithm. ICCASA Vo Duc Vinh, Nguyen Phuc Chau, Duong Tuan Anh
2016	J	`jnl`	An efficient implementation of EMD algorithm for motif discovery in time series data. Int. J. Data Min. Model. Manag. Duong Tuan Anh, Nguyen Van Nhat
2016	—	`conf`	An efficient implementation of anytime k-medoids clustering for time series under dynamic time warping. SoICT Van The Huy, Duong Tuan Anh
2016	—	`conf`	Detecting Variable Length Anomaly Patterns in Time Series Data. DMBD Ngo Duy Khanh Vy, Duong Tuan Anh
2016	—	`conf`	Improving SPRING Method in Similarity Search Over Time-Series Streams by Data Normalization. ICTCC Bui Cong Giao, Duong Tuan Anh
2016	J	`jnl`	Similarity search for numerous patterns over multiple time series streams under dynamic time warping which supports data normalization. Vietnam. J. Comput. Sci. Bui Cong Giao, Duong Tuan Anh
2016	—	`conf`	Some Efficient Segmentation-Based Techniques to Improve Time Series Discord Discovery. ICTCC Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
2016	—	`conf`	Some improvements for time series subsequence join based on pearson correlation coefficients. SoICT Luong Van Do, Duong Tuan Anh
2016	J	`jnl`	Two Novel Techniques to Improve MDL-Based Semi-Supervised Classification of Time Series. Trans. Comput. Collect. Intell. Vo Thanh Vinh, Duong Tuan Anh
2015	J	`jnl`	An efficient implementation of k-means clustering for time series data with DTW distance. Int. J. Bus. Intell. Data Min. Duong Tuan Anh, Le Huu Thanh
2015	J	`jnl`	An efficient method for motif and anomaly detection in time series based on clustering. Int. J. Bus. Intell. Data Min. Cao Duy Truong, Duong Tuan Anh
2015	—	`conf`	Comparison of Strategies for Multi-step-Ahead Prediction of Time Series Using Neural Network. ACOMP Nguyen Hoang An, Duong Tuan Anh
2015	B	`conf`	Compression rate distance measure for time series. DSAA Vo Thanh Vinh, Duong Tuan Anh
2015	—	`conf`	Constraint-Based MDL Principle for Semi-Supervised Classification of Time Series. KSE Vo Thanh Vinh, Duong Tuan Anh
2015	—	`conf`	From Cluster-Based Outlier Detection to Time Series Discord Discovery. PAKDD Workshops Nguyen Huy Kha, Duong Tuan Anh
2015	—	`conf`	Improving Sort-Tile-Recusive algorithm for R-tree packing in indexing time series. RIVF Bui Cong Giao, Duong Tuan Anh
2015	—	`conf`	Similarity Search for Numerous Patterns in Multiple High-Speed Time-Series Streams. KSE Bui Cong Giao, Duong Tuan Anh
2015	—	`conf`	Towards Efficiently Mining Frequent Interval-Based Sequential Patterns in Time Series Databases. MIWAI Phan Thi Bao Tran, Vo Thi Ngoc Chau, Duong Tuan Anh
2014	—	`conf`	A Fast Method for Motif Discovery in Large Time Series Database under Dynamic Time Warping. KSE Cao Duy Truong, Duong Tuan Anh
2014	—	`conf`	Efficient k-Nearest Neighbor Search for Static Queries over High Speed Time-Series Streams. ICTCC Bui Cong Giao, Duong Tuan Anh
2014	—	`conf`	Extracting rules from neural networks for time series prediction. SoICT Nguyen Hoai Le, Duong Tuan Anh
2014	J	`jnl`	Similarity search in streaming time series with the support of Skyline index. Int. J. Bus. Intell. Data Min. Duong Tuan Anh, Tran Thi Thanh Nga
2014	B	`conf`	Some Novel Improvements for MDL-Based Semi-supervised Classification of Time Series. ICCCI Vo Thanh Vinh, Duong Tuan Anh
2013	—	`conf`	A hybrid method for forecasting trend and seasonal time series. RIVF Doan Ngoc Bao, Ngo Duy Khanh Vy, Duong Tuan Anh
2013	—	`conf`	An Efficient Interval-Based Approach to Mining Frequent Patterns in a Time Series Database. MIWAI Phan Thi Bao Tran, Vo Thi Ngoc Chau, Duong Tuan Anh
2013	—	`conf`	An Efficient Method for Discovering Motifs in Large Time Series. ACIIDS (1) Cao Duy Truong, Duong Tuan Anh
2013	—	`conf`	An Efficient Method for Discovering Motifs in Streaming Time Series Data. KSE (1) Cao Duy Truong, Duong Tuan Anh
2013	—	`conf`	Using motif information to improve anytime time series classification. SoCPaR Nguyen Quoc Viet Hung, Duong Tuan Anh
2012	J	`jnl`	Combining motif information and neural network for time series prediction. Int. J. Bus. Intell. Data Min. Cao Duy Truong, Huynh Nguyen Tin, Duong Tuan Anh
2012	—	`conf`	Comparing three lower bounding methods for DTW in time series classification. SoICT Nguyen Cong Thuong, Duong Tuan Anh
2012	—	`conf`	Efficient Handling of 2D Image Queries Using VPC MIWAI Tran Cong Doi, Quan Thanh Tho, Duong Tuan Anh
2012	—	`conf`	Time Series Clustering Based on I-k-Means and Multi-Resolution PLA Transform. RIVF Vuong Ba Thinh, Duong Tuan Anh
2012	—	`conf`	Time Series Prediction Using Motif Information. MIWAI Cao Duy Truong, Duong Tuan Anh
2012	—	`conf`	Time series discord discovery using WAT algorithm and iSAX representation. SoICT Nguyen Dang Kim Khanh, Duong Tuan Anh
2011	—	`conf`	A BIRCH-Based Clustering Method for Large Time Series Databases. PAKDD Workshops Vo Le Quy Nhon, Duong Tuan Anh
2011	—	`conf`	Motif-Based Method for Initialization the K-Means Clustering for Time Series Data. Australasian Conference on Artificial Intelligence Le Phu, Duong Tuan Anh
2011	J	`jnl`	Three improved variants of simulated annealing for optimising dorm room assignments. Int. J. Intell. Inf. Database Syst. Duong Tuan Anh, Nguyen Thanh Trung
2011	—	`conf`	Time Series Discord Discovery Based on iSAX Symbolic Representation. KSE Huynh Tran Quoc Buu, Duong Tuan Anh
2010	—	`conf`	Combining Constraint Programming and Tabu Search to Solve Vehicle Routing Problem with Time Windows. RIVF Nguyen Huu Bao Quoc, Duong Tuan Anh
2010	—	`conf`	EWAT+: Finding Time Series Discords Based on New Discord Measure Functions. RIVF Son Thai Mai, Duong Tuan Anh
2010	—	`ch.`	Some Novel Heuristics for Finding the Most Unusual Time Series Subsequences. Advances in Intelligent Information and Database Systems Son Thai Mai, Duong Tuan Anh
2009	—	`conf`	Comparing Three Improved Variants of Simulated Annealing for Optimizing Dorm Room Assignments. RIVF Nguyen Thanh Trung, Duong Tuan Anh
2009	B	`conf`	From Checking Integrity Constraints to Temporal Abstraction for Clinical Databases. ACIIDS Pham Van Chung, Duong Tuan Anh
2009	B	`conf`	Informed Simulated Annealing for Optimizing Dorm Room Assignments. ACIIDS Nguyen Thanh Trung, Tran Ngoc Tuan, Duong Tuan Anh
2008	B	`conf`	An Improvement of PAA for Dimensionality Reduction in Large Time Series Databases. PRICAI Nguyen Quoc Viet Hung, Duong Tuan Anh
2007	—	`conf`	Applying Temporal Abstraction in Clinical Databases. RIVF Pham Van Chung, Duong Tuan Anh
2006	—	`conf`	Generating complete university course timetables by using local search methods. RIVF Duong Tuan Anh, Vo Hoang Tam, Nguyen Quoc Viet Hung
2003	Misc	`conf`	Constraint Retraction for Dynamic Constraint Satisfaction Problems over Disjoint Real Intervals. HPSC Duong Tuan Anh
1996	C	`conf`	An Incremental Solver for Constraint Hierarchies over Real Intervals. IEA/AIE Duong Tuan Anh, Kanchana Kanchanasut
1995	C	`conf`	Arc-Consistency for Dynamic Constraint Satisfaction Problems over Real Intervals. IEA/AIE Duong Tuan Anh, Kanchana Kanchanasut