Duong Tuan Anh

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 33

Top Topics

Distance Measure

Dynamic Time Warping

Motif Discovery

Streaming Time Series

Top Venues

Int. J. Bus. Intell. Data Min.

Publications

Nguyen Trong Nhan, Duong Tuan Anh, Jiri Dvorský
Combining Dynamic Programming and GPU to accelerate k-Distance Discord Detection in Time Series Data. MLMI (2023)
Pham Ngoc Hung, Duong Tuan Anh
Improving River Runoff Forecasting through Anomaly Detection and Repair. RIVF (2022)
Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
Anomaly repair-based approach to improve time series forecasting. Intell. Data Anal. 26 (2) (2022)
Duong Tuan Anh, Nguyen Van Hien
A Dynamic Programming Approach for Time Series Discord Detection. ICCASA (2021)
Tran Van Hoa, Duong Tuan Anh, Duong Ngoc Hieu
Foreign Exchange Rate Forecasting using Autoencoder and LSTM Networks. ICIIT (2021)
Nguyen Ngoc Phien, Duong Tuan Anh, Jan Platos
A Comparison between Deep Belief Network and LSTM in Chaotic Time Series Forecasting. MLMI (2021)
Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
A new discord definition and an efficient time series discord detection method using GPUs. ICSED (2021)
Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
Efficient segmentation-based methods for anomaly detection in static and streaming time series under dynamic time warping. J. Intell. Inf. Syst. 56 (1) (2021)
Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
Segmentation-Based Methods for Top-k Discords Detection in Static and Streaming Time Series Under Euclidean Distance. ICCASA (2021)
Bui Cong Giao, Duong Tuan Anh
discords in streaming time series. Int. J. Bus. Intell. Data Min. 16 (4) (2020)
Bui Tan Kinh, Duong Tuan Anh, Duong Ngoc Hieu
A Comparison Between Stacked Auto-Encoder and Deep Belief Network in River Run-Off Prediction. ICCASA/ICTCC (2020)
Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
Incremental Clustering for Time Series Data Based on an Improved Leader Algorithm. RIVF (2019)
Cao Duy Truong, Duong Tuan Anh
A survey on time series motif discovery. Int. J. Bus. Intell. Data Min. 15 (2) (2019)
Nguyen Ngoc Phien, Nguyen Trong Nhan, Duong Tuan Anh
An Efficient Method for Discovering Variable-length Motifs in Time Series based on Suffix Array. SoICT (2019)
Nguyen Van Kier, Duong Tuan Anh
An Effective Implementation of Motif-Based Time Series Classification. RIVF (2019)
Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
A Novel Method for Time Series Anomaly Detection based on Segmentation and Clustering. KSE (2018)
Pham Thanh Xuan, Duong Tuan Anh
An Efficient Hash-Based Method for Time Series Motif Discovery. MIWAI (2018)
Pham Minh Chau, Bui Minh Duc, Duong Tuan Anh
Discord Detection in Streaming Time Series with the Support of R-Tree. ACOMP (2018)
Pham Minh Chau, Bui Minh Duc, Duong Tuan Anh
Discord Discovery in Streaming Time Series based on an Improved HOT SAX Algorithm. SoICT (2018)
Cao Duy Truong, Duong Tuan Anh
A novel clustering-based method for time series motif discovery under time warping measure. Int. J. Data Sci. Anal. 4 (2) (2017)
Bui Cong Giao, Duong Tuan Anh
An Application of Similarity Search in Streaming Time Series under DTW: Online Forecasting. SoICT (2017)
Cao Duy Truong, Duong Tuan Anh
Discovering Motifs in a Database of Shapes under Rotation Invariant Dynamic Time Warping. SoICT (2017)
Vo Thanh Vinh, Duong Tuan Anh
Instance reduction for time series classification using MDL principle. Intell. Data Anal. 21 (3) (2017)
Duong Tuan Anh, Nguyen Van Nhat
An efficient implementation of EMD algorithm for motif discovery in time series data. Int. J. Data Min. Model. Manag. 8 (2) (2016)
Dang Xuan Binh, Duong Tuan Anh
A suite of techniques to improve random projection in time series motif discovery. RIVF (2016)
Ngo Duy Khanh Vy, Duong Tuan Anh
Detecting Variable Length Anomaly Patterns in Time Series Data. DMBD (2016)
Luong Van Do, Duong Tuan Anh
Some improvements for time series subsequence join based on pearson correlation coefficients. SoICT (2016)
Bui Cong Giao, Duong Tuan Anh
Improving SPRING Method in Similarity Search Over Time-Series Streams by Data Normalization. ICTCC (2016)
Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau
Some Efficient Segmentation-Based Techniques to Improve Time Series Discord Discovery. ICTCC (2016)
Vo Duc Vinh, Nguyen Phuc Chau, Duong Tuan Anh
An Efficient Method for Time Series Join on Subsequence Correlation Using Longest Common Substring Algorithm. ICCASA (2016)
Bui Cong Giao, Duong Tuan Anh
Similarity search for numerous patterns over multiple time series streams under dynamic time warping which supports data normalization. Vietnam. J. Comput. Sci. 3 (3) (2016)
Van The Huy, Duong Tuan Anh
An efficient implementation of anytime k-medoids clustering for time series under dynamic time warping. SoICT (2016)
Vo Thanh Vinh, Duong Tuan Anh
Two Novel Techniques to Improve MDL-Based Semi-Supervised Classification of Time Series. Trans. Comput. Collect. Intell. 25 (2016)
Nguyen Hoang An, Duong Tuan Anh
Comparison of Strategies for Multi-step-Ahead Prediction of Time Series Using Neural Network. ACOMP (2015)
Cao Duy Truong, Duong Tuan Anh
An efficient method for motif and anomaly detection in time series based on clustering. Int. J. Bus. Intell. Data Min. 10 (4) (2015)
Vo Thanh Vinh, Duong Tuan Anh
Compression rate distance measure for time series. DSAA (2015)
Vo Thanh Vinh, Duong Tuan Anh
Constraint-Based MDL Principle for Semi-Supervised Classification of Time Series. KSE (2015)
Phan Thi Bao Tran, Vo Thi Ngoc Chau, Duong Tuan Anh
Towards Efficiently Mining Frequent Interval-Based Sequential Patterns in Time Series Databases. MIWAI (2015)
Nguyen Huy Kha, Duong Tuan Anh
From Cluster-Based Outlier Detection to Time Series Discord Discovery. PAKDD Workshops (2015)
Duong Tuan Anh, Le Huu Thanh
An efficient implementation of k-means clustering for time series data with DTW distance. Int. J. Bus. Intell. Data Min. 10 (3) (2015)
Bui Cong Giao, Duong Tuan Anh
Similarity Search for Numerous Patterns in Multiple High-Speed Time-Series Streams. KSE (2015)
Bui Cong Giao, Duong Tuan Anh
Improving Sort-Tile-Recusive algorithm for R-tree packing in indexing time series. RIVF (2015)
Vo Thanh Vinh, Duong Tuan Anh
Some Novel Improvements for MDL-Based Semi-supervised Classification of Time Series. ICCCI (2014)
Cao Duy Truong, Duong Tuan Anh
A Fast Method for Motif Discovery in Large Time Series Database under Dynamic Time Warping. KSE (2014)
Bui Cong Giao, Duong Tuan Anh
Efficient k-Nearest Neighbor Search for Static Queries over High Speed Time-Series Streams. ICTCC (2014)
Nguyen Hoai Le, Duong Tuan Anh
Extracting rules from neural networks for time series prediction. SoICT (2014)
Duong Tuan Anh, Tran Thi Thanh Nga
Similarity search in streaming time series with the support of Skyline index. Int. J. Bus. Intell. Data Min. 9 (1) (2014)
Cao Duy Truong, Duong Tuan Anh
An Efficient Method for Discovering Motifs in Large Time Series. ACIIDS (1) (2013)
Doan Ngoc Bao, Ngo Duy Khanh Vy, Duong Tuan Anh
A hybrid method for forecasting trend and seasonal time series. RIVF (2013)
Phan Thi Bao Tran, Vo Thi Ngoc Chau, Duong Tuan Anh
An Efficient Interval-Based Approach to Mining Frequent Patterns in a Time Series Database. MIWAI (2013)
Cao Duy Truong, Duong Tuan Anh
An Efficient Method for Discovering Motifs in Streaming Time Series Data. KSE (1) (2013)
Nguyen Quoc Viet Hung, Duong Tuan Anh
Using motif information to improve anytime time series classification. SoCPaR (2013)
Cao Duy Truong, Huynh Nguyen Tin, Duong Tuan Anh
Combining motif information and neural network for time series prediction. Int. J. Bus. Intell. Data Min. 7 (4) (2012)
Vuong Ba Thinh, Duong Tuan Anh
Time Series Clustering Based on I-k-Means and Multi-Resolution PLA Transform. RIVF (2012)
Tran Cong Doi, Quan Thanh Tho, Duong Tuan Anh
-tree. MIWAI (2012)
Cao Duy Truong, Duong Tuan Anh
Time Series Prediction Using Motif Information. MIWAI (2012)
Nguyen Dang Kim Khanh, Duong Tuan Anh
Time series discord discovery using WAT algorithm and iSAX representation. SoICT (2012)
Nguyen Cong Thuong, Duong Tuan Anh
Comparing three lower bounding methods for DTW in time series classification. SoICT (2012)
Duong Tuan Anh, Nguyen Thanh Trung
Three improved variants of simulated annealing for optimising dorm room assignments. Int. J. Intell. Inf. Database Syst. 5 (3) (2011)
Vo Le Quy Nhon, Duong Tuan Anh
A BIRCH-Based Clustering Method for Large Time Series Databases. PAKDD Workshops (2011)
Le Phu, Duong Tuan Anh
Motif-Based Method for Initialization the K-Means Clustering for Time Series Data. Australasian Conference on Artificial Intelligence (2011)
Huynh Tran Quoc Buu, Duong Tuan Anh
Time Series Discord Discovery Based on iSAX Symbolic Representation. KSE (2011)
Nguyen Huu Bao Quoc, Duong Tuan Anh
Combining Constraint Programming and Tabu Search to Solve Vehicle Routing Problem with Time Windows. RIVF (2010)
Son Thai Mai, Duong Tuan Anh
EWAT+: Finding Time Series Discords Based on New Discord Measure Functions. RIVF (2010)
Nguyen Thanh Trung, Tran Ngoc Tuan, Duong Tuan Anh
Informed Simulated Annealing for Optimizing Dorm Room Assignments. ACIIDS (2009)
Nguyen Thanh Trung, Duong Tuan Anh
Comparing Three Improved Variants of Simulated Annealing for Optimizing Dorm Room Assignments. RIVF (2009)
Pham Van Chung, Duong Tuan Anh
From Checking Integrity Constraints to Temporal Abstraction for Clinical Databases. ACIIDS (2009)
Nguyen Quoc Viet Hung, Duong Tuan Anh
An Improvement of PAA for Dimensionality Reduction in Large Time Series Databases. PRICAI (2008)
Pham Van Chung, Duong Tuan Anh
Applying Temporal Abstraction in Clinical Databases. RIVF (2007)
Duong Tuan Anh, Vo Hoang Tam, Nguyen Quoc Viet Hung
Generating complete university course timetables by using local search methods. RIVF (2006)
Duong Tuan Anh
Constraint Retraction for Dynamic Constraint Satisfaction Problems over Disjoint Real Intervals. HPSC (2003)
Duong Tuan Anh, Kanchana Kanchanasut
An Incremental Solver for Constraint Hierarchies over Real Intervals. IEA/AIE (1996)
Duong Tuan Anh, Kanchana Kanchanasut
Arc-Consistency for Dynamic Constraint Satisfaction Problems over Real Intervals. IEA/AIE (1995)