Thai Son Mai

Research output

Research output per year 2009 2018 2022 2023 2024 2025 2025

• 31 Conference contribution
• 26 Article
• 2 Poster
• 1 Other report
• 3 More
  • 1 Chapter
  • 1 Chapter (peer-reviewed)
  • 1 Paper

Research output per year

Research output per year

Search results

• 2025

  DeepPUFSCA: deep learning for physical unclonable function attack based on side channel analysis support

  Doan, N. P., Pham, T. D., Zhang, Z., Tran, H. V., Miskelly, J., Vandierendonck, H., Hoang, A.-T., O'Neill, M. & Mai, T. S., 26 Feb 2025, (Accepted) 2025 Design Automation Conference (DAC): Proceedings. (Design Automation Conference (DAC): Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Side Channel 100%
  • Channel Analysis 100%
  • Learning System 100%
  • Machine Learning 100%
  • Deep Learning Method 100%

• Efficient integer-only-inference of gradient boosting decision trees on low-power devices

  Alsharari, M., Mai, T. S., Woods, R. & Reano, C., 2025, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 72, 1, p. 241-253 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Bandwidth Efficiency 100%
  • Clock Speed 100%
  1 Citation (Scopus)

  27 Downloads (Pure)

• Enhancing daily runoff forecasting in hydropower basins with a voting ensemble model using historical data

  Le , N. A., Thanh, P. N., Pham, N. T., Huy, L. Q., Mai, S. T., Do, D. D., Nguyen, H. A. & Anh, D. T., 24 Feb 2025, In: Hydrological Sciences Journal / Journal des Sciences Hydrologiques. 70, 5, p. 833-845

  Research output: Contribution to journal › Article › peer-review

  • Self Organizing Systems 100%

• InteDisUX: intepretation-guided discriminative user-centric explanation for time series

  Tran, V.-H., Zhang, Z., Pham, T. D., Doan, N. P., Hoang, A.-T., Li, P., Vandierendonck, H., Assent, I. & Mai, S. T., 11 Apr 2025, 39th AAAI Conference on Artificial Intelligence (AAAI-25): Proceedings. Walsh, T., Shah, J. & Kolter, Z. (eds.). AAAI Press, p. 20921-20928 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Human Perception 100%
  8 Downloads (Pure)

• Integrating Intelligent Hydro-informatics into an effective Early Warning System for risk-informed urban flood management

  Dang, T. Q., Tran, B. H., Le, Q. N., Tanim, A. H., Bui, V. H., Mai, S. T., Thanh, P. N. & Anh, D. T., Jan 2025, In: Environmental Modelling and Software. 183, 12 p., 106246.

  Research output: Contribution to journal › Article › peer-review

  • Urban Flooding 100%
  • Web GIS 16%
  • Ho Chi Minh City 16%

• OrbitSI: An Orbit-based algorithm for the subgraph isomorphism search problem

  Tauhidi, S., Karmakar, A., Mai, T. S. & Vandierendonck, H., 19 Feb 2025, 2024 IEEE International Conference on Knowledge Graph (ICKG): Proceedings. Abu Dhabi: IEEE Xplore, p. 360-369 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Subgraph Isomorphism 100%
  • Heuristic Algorithm 66%
  • Tree Search 33%
  • Subgraphs 33%
  • Computational Effort 33%
  18 Downloads (Pure)

• Preserving spatial-temporal relationship with adaptive node sampling in hierarchical dynamic graph transformers

  Hoang, T. L., Pham, T. D., Mai, S. T. & Cuong Ta, V., 14 Jan 2025, The 16th Asian Conference on Machine Learning: Proceedings. Vol. 260. p. 1176-1191 16 p. (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Temporal Relationship 100%
  • Network Traffic 50%
  • Learning Performance 50%
  • Time-Sensitive 50%
  • Link Prediction 50%

• Relax and don't stop: Graph-aware Asynchronous SSSP

  D'Antonio, M., von Geijer, K., Mai, T. S., Tsigas, P. & Vandierendonck, H., 02 May 2025, FCPC '25: Proceedings of the 1st FastCode Programming Challenge. New York, NY, USA: Association for Computing Machinery, p. 43-47 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Shortest Path Problem 100%
  • Global Barrier 100%
  • Extensive Parameter 100%
  • Peak Performance 100%
  • Single Source 100%
• 2024

  Application of machine learning-based surrogate models for urban flood depth modeling in Ho Chi Minh City, Vietnam [Formula presented]

  Dang, T. Q., Tran, B. H., Le, Q. N., Dang, T. D., Tanim, A. H., Pham, Q. B., Bui, V. H., Mai, S. T., Thanh, P. N. & Anh, D. T., Jan 2024, In: Applied Soft Computing. 150, 111031.

  Research output: Contribution to journal › Article › peer-review

  • Gaussians 100%
  • Urban Flooding 100%
  • Coastal Area 100%
  • Adaboost 100%
  16 Citations (Scopus)

• A rule-based ensemble approach for diarrhoea outbreak prediction

  Trinh, T., Do, T., Nguyen, T. D. & Mai, T. S., 22 Mar 2024, 17th IEEE-RIVF International Conference on Computing and Communication Technologies: Proceedings. Institute of Electrical and Electronics Engineers Inc., 6 p. (IEEE-RIVF International Conference on Computing and Communication Technologies: Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Ensemble Approach 100%
  • Prediction 100%
  • Water 100%
  • Machine Learning 50%
  • Algorithm 40%
  90 Downloads (Pure)

• Deep learning enhanced side channel analysis on CRYSTALS-Kyber

  Hoang, A.-T., Kennaway, M., Pham, T. D., Mai, T. S., Khalid, A., Rafferty, C. & O'Neill, M., 16 May 2024, The 25th International Symposium on Quality Electronic Design (ISQED'24): Proceedings. Institute of Electrical and Electronics Engineers Inc., (International Symposium on Quality Electronic Design (ISQED): Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Side Channel 100%
  • Channel Analysis 100%
  • Deep Learning 100%
  • Attackers 33%
  • Ciphertext 33%
  1 Citation (Scopus)

  374 Downloads (Pure)

• LCSL: long-tailed classification via self-labeling

  Vu, D. Q., Phung, T. T. T., Wang, J. C. & Mai, S. T., 02 Jul 2024, (Early online date) In: IEEE Transactions on Circuits and Systems for Video Technology. 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Minority Class 100%
  • Deep Learning Method 75%
  • Training Process 50%
  • Imbalance Ratio 50%
  • Object Detection 25%
  5 Citations (Scopus)

• Machine learning-based per-instance algorithm selection for high-performance subgraph isomorphism enumeration

  Tauhidi, S. I., Karmakar, A., Mai, T. S. & Vandierendonck, H., 15 Sept 2024, International Conference on Metaheuristics and Nature Inspired Computing (META 2023): proceedings. Dorronsoro, B., Ellaia, R. & Talbi, E.-G. (eds.). Springer, p. 214–229 (Communications in Computer and Information Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Algorithm Selection 100%
  • Instance Algorithm 100%
  • Subgraph Isomorphism 100%
  • Learning System 100%
  • Machine Learning 100%

• Mixed-frequency data Sampling Grey system Model: Forecasting annual CO emissions in China with quarterly and monthly economic-energy indicators

  An, Y., Dang, Y., Wang, J., Zhou, H. & Mai, S. T., 15 Sept 2024, In: Applied Energy. 370, 123531.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Carbon Monoxide Emission 100%
  • Testing Dataset 12%
  • Emission Forecast 10%
  4 Citations (Scopus)

  12 Downloads (Pure)

• Reconstructing suspended sediment concentrations in the Mekong River Basin via semi-supervised-based deep neural networks

  Nguyen, T. T. H., Vu, D. Q., Doan, N. P., Chi, H. T. K., Li, P., Binh, D. V., An, Y., Dung, P. T., Hoang, T. A. & Son, M. T., 10 Dec 2024, In: Science of the Total Environment. 955, 13 p., 176758.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Catboost 100%
  26 Downloads (Pure)

• Selective parallel loading of large-scale compressed graphs with ParaGrapher

  Koohi Esfahani, M., D'Antonio, M., Tauhidi, S., Mai, T. S. & Vandierendonck, H., 30 Apr 2024, Queen's University Belfast. 13 p.

  Research output: Book/Report › Other report

  Open Access

  File

  • Compressed Graph 100%
  • Graph Algorithms 66%
  • Performance Model 33%
  • Distributed Memory 33%
  • Graph Framework 33%
  34 Downloads (Pure)

• WaveletMixer: a multi-resolution wavelets based MLP-mixer for multivariate long-term time series forecasting

  Zhang, Z., Pham, T. D., An, Y., Doan, N. P., Alsharari, M., Tran, H. V., Hoang, A.-T., Vandierendonck, H. & Mai, T. S., 09 Dec 2024, (Accepted).

  Research output: Contribution to conference › Paper › peer-review

  • Frequency Domain 100%
  • Mixers (Machinery) 100%
  • Long-Term Forecasting 100%
  • Time Series 100%
  • World Application 50%
• 2023

  An intelligent image processing system for enhancing blood vessel segmentation on low-power SoC

  Alsharari, M., Mai, S. T., Garnier, R., Reano, C. & Woods, R., 07 Nov 2023, Embedded computer systems: architectures, modeling, and simulation: SAMOS 2023. Silvano, C., Pilato, C. & Reichenbach, M. (eds.). Springer Cham, p. 123-138 6 p. (Lecture Notes in Computer Science; vol. 14385).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image Processing 100%
  • Machine Learning 100%
  • Processing System 100%
  • Vessel Segmentation 100%
  • Design 33%
  1 Citation (Scopus)

• Dengue fever: from extreme climates to outbreak prediction

  Mai, S. T., Phi, H. T., Abubakar, A., Kilpatrick, P., Nguyen, H. Q. V. & Vandierendonck, H., 01 Feb 2023, 2022 IEEE International Conference on Data Mining (ICDM): proceedings. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1083-1088 6 p. (IEEE International Conference on Data Mining (ICDM)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Events 100%
  • Dengue Fever 100%
  • Machine Learning 50%
  • Long Short-Term Memory Network 50%
  • Propagation Step 50%
  6 Citations (Scopus)

  264 Downloads (Pure)

• Diarrhoea incidence prediction using climate data: machine learning approaches

  Do, T. D., Mulhall, J., Nguyen, T. D., Nguyen, Q. T. M., Phan, D. & Mai, S. T., 18 Jan 2023, Proceedings of the International Conference on Computing and Communication Technologies, RIVF 2022. Bao, V. N. Q. & Ha, T. M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 94-99 6 p. (RIVF International Conference on Computing and Communication Technologies: Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning 100%
  • Forecasting 100%
  • Climate 100%
  • Incidence 100%
  • Machines 100%
  1 Citation (Scopus)

• Dynamic weighted ensemble for diarrhoea incidence predictions

  Do, T. D., Nguyen, T. D., Ta, V. C., Anh, D. T., Tran Thi, T.-H., Phan, D. & Mai, S. T., 20 Nov 2023, (Early online date) In: Machine Learning.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Model 100%
  • Incidence 100%
  • Prediction 100%
  • Approach 57%
  • Climate 42%
  1 Citation (Scopus)

  26 Downloads (Pure)

• Effect of gradient descent optimizers and dropout technique on deep learning LSTM performance in rainfall-runoff modeling

  Anh, D. T., Thanh, D. V., Le, H. M., Sy, B. T., Tanim, A. H., Pham, Q. B., Dang, T. D., Mai, S. T. & Dang, N. M., Jan 2023, In: Water Resources Management. 37, 2, p. 639-657 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Learning 100%
  • Performance 100%
  • Rain 100%
  • Short-Term Memory 100%
  • Dropouts 100%
  15 Citations (Scopus)

• Efficient and effective multi-modal queries through heterogeneous network embedding

  Nguyen, T. T., Duong, C. T., Yin, H., Weidlich, M., Mai, T. S., Aberer, K. & Nguyen, Q. V. H., 03 Apr 2023.

  Research output: Contribution to conference › Poster › peer-review

  Open Access

  File

  • Embedding 100%
  • Information Retrieval Systems 100%
  • Database 50%
  • Real World 50%
  • Evaluation 50%
  158 Downloads (Pure)

• Learning to summarize multi-documents with local and global information

  Nguyen, V. H., Mai, S. T. & Nguyen, M. T., Sept 2023, In: Progress in Artificial Intelligence. 12, 3, p. 275-286 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Extractive Summarization 100%
  • Account Information 100%
  3 Citations (Scopus)

• Streamflow prediction in the Mekong River Basin using deep neural networks

  Nguyen, T.-T.-H., Vu, D.-Q., Mai, S. T. & Dang, T. D., 02 Aug 2023, In: IEEE Access. 11, p. 97930 - 97943 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Prediction 100%
  • Model 100%
  • Network 100%
  • Streamflow 100%
  • River Basin 100%
  6 Citations (Scopus)

  188 Downloads (Pure)
• 2022

  Deep learning models for forecasting dengue fever based on climate data in Vietnam

  Hau, N. V., Tuyet Hanh, T. T., Mulhall, J., Minh, H. V., Duong, T. Q., Chien, N. V., Nhung, N. T. T., Lan, V. H., Minh, H. B., Cuong, D., Bich, N. N., Quyen, N. H., Linh, T. N. Q., Tho, N. T., Nghia, N. D., Anh, L. V. Q., Phan, D. T. M., Hung, N. Q. V. & Son, M. T., 13 Jun 2022, In: PLoS Neglected Tropical Diseases. 16, 6, 22 p., e0010509.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Model 100%
  • Datum 100%
  • Climate 100%
  • Fever 100%
  • Learning 100%
  54 Citations (Scopus)

  226 Downloads (Pure)

• Detecting Rumours with Latency Guarantees using Massive Streaming Data

  Nguyen, T. T., Huynh, T. T., Yin, H., Weidlich, M., Nguyen, T. T., Mai, T. S. & Nguyen, Q. V. H., 08 Jun 2022, (Early online date) In: Very Large Database Journal (VLDB Journal).

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Detection 100%
  • Data Streaming 100%
  • Latency 100%
  • Accuracy 50%
  • Real World 50%
  7 Citations (Scopus)

  75 Downloads (Pure)

• Efficient and effective multi-modal queries through heterogeneous network embedding

  Duong, C. T., Nguyen, T. T., Yin, H., Weidlich, M., Mai, T. S., Aberer, K. & Nguyen, Q. V. H., 01 Nov 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 11, p. 5307-5320

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Embedding 100%
  • Information Retrieval Systems 100%
  • Evaluation 66%
  • Database 33%
  • Real World 33%
  5 Citations (Scopus)

  445 Downloads (Pure)

• Multi-spectral in-vivo FPGA-based surgical imaging

  Alsharari, M., Niemitz, L., Sorensen, S., Woods, R., Burke, R., Engels, S. A., Reaño, C. & Mai, S. T., 27 Oct 2022, Applied Reconfigurable Computing: Architectures, Tools, and Applications: 18th International Symposium, ARC 2022, Proceedings. Gan, L., Wang, Y., Xue, W. & Chau, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 103-117 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13569 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Imaging Systems 100%
  • Design 50%
  • Embedded Systems 50%
  • Algorithms 50%
  • Functions 50%
  2 Citations (Scopus)

• Region of freshwater influence (ROFI) and its impact on sediment transport in the lower Mekong Delta coastal zone of Vietnam

  Nguyen , N.-M., San, D. C., Nguyen, K. D., Pham, Q. B., Gagnon, A. S., Mai, S. T. & Anh, D. T., Jul 2022, In: Environmental Monitoring and Assessment. 194, 7, 15 p., 463.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Impact 100%
  • Delta 100%
  • Freshwater 100%
  • Coastal Environment 100%
  • Earth Surface Sediment Transport 100%
  7 Citations (Scopus)

  40 Downloads (Pure)
• 2021

  Advanced Machine Learning Techniques for Predicting Nha Trang Shorelines

  Yin, C., Binh, L. T., Duong, T. A., Mai, S. T., Le, A., Nguyen, V.-H., Nguyen, V.-C., Xuan Tinh, N., Tanaka, H., Trung Viet, N., Nguyen, L. D. & Duong, T. Q., 07 Jul 2021, (Early online date) In: IEEE Access.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Model 100%
  • Machine Learning 100%
  • Shoreline 100%
  • Regression 37%
  • Network 37%
  13 Citations (Scopus)

  238 Downloads (Pure)

• Spectrum-Sharing UAV-assisted Mission-Critical Communication: Learning-aided Real-time Optimisation

  Nguyen, M.-H. T., Garcia-Palacios, E., Nguyen, L. D., Do-Duy, T., Mai, S. T. & Duong, T. Q., 11 Jan 2021, In: IEEE Access. 9, p. 11622-11632 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Critical Communication 100%
  • Unmanned Aerial Vehicle 100%
  • spectrum sharing 100%
  • Throughput 40%
  • Execution Time 40%
  33 Citations (Scopus)

  196 Downloads (Pure)
• 2020

  Hydraulic performance and wave transmission through pile-rock breakwaters

  Xuan, T. L., Ba, H. T., Manh , H. L., Van , D. D., Nguyen , N. M., Wright, D. P., Bui, V. H., Mai, T. S. & Anh, D. T., Dec 2020, In: Ocean Engineering. 218, 13 p., 108229.

  Research output: Contribution to journal › Article › peer-review

  • Transmissions 100%
  • Performance 100%
  • Transmission Coefficient 100%
  • Hydraulics 100%
  • Rock 100%
  26 Citations (Scopus)

• Incremental Density-based Clustering on Multicore Processors

  Mai, T. S., Jacobsen, J., Amer-Yahia, S., Spence, I., Assent, I., Tran, N. P. & Nguyen, Q. V. H., 10 Sept 2020, (Early online date) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Database 100%
  • Multicore Processor 100%
  • Clustering Result 100%
  • Clustered Data 100%
  • Real World 50%
  19 Citations (Scopus)

  610 Downloads (Pure)
• 2019

  Application of evolutionary active constrained clustering for obstructive sleep apnea analysis

  Daabek, N., Mai, T. S., Amer-Yahia, S., Pepin, J. L., Christian, B. J., Renaud, T. & Bailly, S., 2019.

  Research output: Contribution to conference › Poster › peer-review

• Scalable Interactive Dynamic Graph Clustering on Multicore CPUs

  Mai, S. T., Amer-Yahia, S., Assent, I., Birk, M., Storgaard Dieu, M., Jacobsen, J. & Kristensen, J., 01 Jul 2019, In: IEEE Transactions on Knowledge and Data Engineering. 31, 7, p. 1239 - 1252

  Research output: Contribution to journal › Article › peer-review

  • Algorithms 100%
  • Multicore 100%
  • Clustering Graph 100%
  • Parallel Algorithms 66%
  • Design 33%
  9 Citations (Scopus)
• 2018

  Anytime parallel density-based clustering

  Mai, S. T., Assent, I., Jacobsen, J. & Storgaard Dieu, M., Jul 2018, In: Data Mining and Knowledge Discovery. 32, 4, p. 1121--1176 56 p.

  Research output: Contribution to journal › Article › peer-review

  • Clustering 100%
  • Range Query 100%
  • Propagation Time 66%
  • Current Cluster 66%
  • Cluster Structure 66%
  13 Citations (Scopus)

• Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis

  Mai, T. S., Amer-Yahia, S., Bailly, S., Pepin, J. L., Chouakria, A. D., Nguyen, K. T. & Nguyen, A.-D., 01 Dec 2018, In: Data Science and Engineering. 3, 4, p. 359--378

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Algorithms 100%
  • User 100%
  • Scalability 100%
  • Large Data Set 100%
  • Clustering Algorithm 100%
  12 Citations (Scopus)

  198 Downloads (Pure)

• Health Monitoring on Social Media over Time

  Sidana, S., Amer-Yahia, S., Clausel, M., Rebai, M., Mai, S. T. & Amini, M.-R., 18 Feb 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 8, p. 1467-1480 14 p., 8.

  Research output: Contribution to journal › Article › peer-review

  • Social Media 100%
  • Models 100%
  • Transitions 62%
  • Health Transition 25%
  • Application 12%
  20 Citations (Scopus)

• Interactive Exploration of Subspace Clusters on Multicore Processors

  Pham, T. H., Kristensen, J., Mai, T. S., Assent, I., Jacobsen, J., Vo, B. & Le, A., 23 Nov 2018, Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXIX. Springer, p. 169-199 (Transactions on Large-Scale Data- and Knowledge-Centered Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Algorithms 100%
  • Multicore Processor 100%
  • Real World 50%
  • Speed-up 50%
  • User 50%

• Scalable Active Constrained Clustering for Temporal Data

  Mai, S. T., Amer-Yahia, S., Chouakria, A. D., Nguyen, K. T. & Nguyen, A.-D., 13 May 2018, International Conference on Database Systems for Advanced Applications (DASFAA). p. 566-582 7 p. (Lecture Notes in Computer Science ).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Temporal Data 100%
  • User 50%
  • Scalability 50%
  • Large Data Set 50%
  • Clustering Algorithm 50%
  5 Citations (Scopus)

• Scalable Active Temporal Constrained Clustering

  Mai, T. S., Amer-Yahia, S. & Chouakria, A. D., 29 Mar 2018, International Conference on Extending Database Technology (EDBT): Proceedings. Open Proceedings, p. 449-452 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • User 100%
  • Temporal Data 100%
  • Scalability 100%
  • Large Data Set 100%
  • Clustering Algorithm 100%
  4 Citations (Scopus)

  80 Downloads (Pure)
• 2017

  Interactive Exploration of Subspace Clusters for High Dimensional Data

  Kristensen, J., Mai, T. S., Assent, I., Jacobsen, J., Vo, B. & Le, A., 2017, International Conference on Database and Expert Systems Applications (DEXA). p. 327-342

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Algorithms 100%
  • High Dimensional Data 100%
  • User 66%
  • Speed-up 33%
  • Potential Application 33%
  1 Citation (Scopus)

• Scalable and Interactive Graph Clustering Algorithm on Multicore CPUs

  Mai, T. S., Storgaard Dieu, M., Assent, I., Jacobsen, J., Kristensen, J. & Birk, M., 2017, IEEE International Conference on Data Engineering (ICDE). p. 349-360 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Algorithms 100%
  • Multicore 100%
  • Clustering Algorithm 100%
  • Parallel Algorithms 66%
  • Design 33%
  21 Citations (Scopus)
• 2016

  AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for Very Large Complex Datasets

  Mai, T. S., Assent, I. & Storgaard Dieu, M., 2016, ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD). p. 1025-1034

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Clustering Algorithm 100%
  • Range Query 100%
  • Propagation Time 66%
  • Application 33%
  • Algorithms 33%
  54 Citations (Scopus)

• Anytime OPTICS: An Efficient Approach for Hierarchical Density-Based Clustering

  Mai, T. S., Assent, I. & Le, A., 25 Mar 2016, International Conference on Database Systems for Advanced Applications (DASFAA). Springer, Vol. 9642. p. 164-179 (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Algorithms 100%
  • Distance Measure 75%
  • Approximation (Algorithm) 50%
  • Complexity 25%
  • Computation 25%
  13 Citations (Scopus)
• 2015

  A New Method to Encode the At-Most-One Constraint into SAT

  Nguyen, V.-H. & Mai, T. S., 2015, Proceedings of the Sixth International Symposium on Information and Communication Technology . p. 46-53

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Constraint Programming 100%
  • Experimental Result 50%
  • Cardinality 50%
  • Binary Encoding 50%
  • Arc Consistency 50%
  19 Citations (Scopus)

• Anytime density-based clustering of complex data

  Mai, T. S., He, X., Feng, J., Plant, C. & boehm, C., Nov 2015, In: Knowledge and Information Systems. 45, 2, p. 319-355

  Research output: Contribution to journal › Article › peer-review

  • Algorithms 100%
  • Clustering Algorithm 75%
  • Bounding Function 75%
  • Distance Calculation 50%
  • Application 25%
  28 Citations (Scopus)
• 2014

  DFROUTER - Route estimate method based on detector data

  Nguyen, T., Mai, T. S., Krajzewicz, D. & Fullerton, M., 2014, Conference on Modeling Mobility with Open Data (SUMO). p. 127-144

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Relevant overlapping subspace clusters on categorical data

  He, X., Feng, J., Konte, B., Mai, T. S. & Plant, C., 2014, ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD). p. 213--222

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Categorical Data 100%
  • Input Parameter 50%
  • User 25%
  • Model Complexity 25%
  • Dimensional Data 25%
  11 Citations (Scopus)