Department of Information Management and Finance

2023

Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise

Huang, J. C., Tsai, Y. L., Yang, C. H. H., Su, C. F., Yu, C. M., Chen, P. Y. & Kuo, S. Y., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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

Open Access

6 Scopus citations

Expectation-Maximization Estimation for Key-Value Data Randomized with Local Differential Privacy

Horigome, H., Kikuchi, H. & Yu, C. M., 2023, Advanced Information Networking and Applications - Proceedings of the 37th International Conference on Advanced Information Networking and Applications AINA-2023. Barolli, L. (ed.). Springer Science and Business Media Deutschland GmbH, p. 501-512 12 p. (Lecture Notes in Networks and Systems; vol. 654 LNNS).

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

Exploring the Benefits of Visual Prompting in Differential Privacy

Li, Y., Tsai, Y. L., Yu, C. M., Chen, P. Y. & Ren, X., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 5135-5144 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

4 Scopus citations

Genetic Algorithm-Based Fair Order Assignment Optimization of Food Delivery Platform

Tsai, M. Y., Lin, G. Y., Zeng, J. Y., Yu, C. M., Chen, C. Y. & Cho, H. H., 2023, Bio-inspired Information and Communications Technologies - 14th EAI International Conference, BICT 2023, Proceedings. Chen, Y., Yao, D. & Nakano, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 122-132 11 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 512 LNICST).

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

Local Differential Privacy Protocol for Making Key–Value Data Robust Against Poisoning Attacks

Horigome, H., Kikuchi, H. & Yu, C. M., 2023, Modeling Decisions for Artificial Intelligence - 20th International Conference, MDAI 2023, Proceedings. Torra, V. & Narukawa, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 241-252 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13890 LNCS).

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

4 Scopus citations

2022

Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning

Hsu, C. Y., Chen, P. Y., Lu, S., Liu, S. & Yu, C. M., 30 Jun 2022, AAAI-22 Technical Tracks 6. Association for the Advancement of Artificial Intelligence, p. 6926-6934 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

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

12 Scopus citations

DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis

Chen, J. W., Yu, C. M., Kao, C. C., Pang, T. W. & Lu, C. S., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 8377-8386 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

12 Scopus citations

Obtaining Approximately Optimal and Diverse Solutions via Dispersion

Gao, J., Goswami, M., Karthik, C. S., Tsai, M.-T., Tsai, S. Y. & Yang, H. T., 2022, LATIN 2022: Theoretical Informatics - 15th Latin American Symposium, 2022, Proceedings. Castañeda, A., Rodríguez-Henríquez, F. & Rodríguez-Henríquez, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 222-239 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13568 LNCS).

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

Open Access

2 Scopus citations

2021

CAFE: Catastrophic Data Leakage in Vertical Federated Learning

Jin, X., Chen, P. Y., Hsu, C. Y., Yu, C. M. & Chen, T., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 994-1006 13 p. (Advances in Neural Information Processing Systems; vol. 2).

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

101 Scopus citations

Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations

Tsai, Y. L., Hsu, C. Y., Yu, C. M. & Chen, P. Y., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 19692-19704 13 p. (Advances in Neural Information Processing Systems; vol. 24).

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

14 Scopus citations

2020

Improving Pair Trading Performances with Structural Change Detections and Revised Trading Strategies

Chang, H. H., Dai, T. S., Wang, K. L., Chu, C. H. & Wang, J. Z., Dec 2020, Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020. Institute of Electrical and Electronics Engineers Inc., p. 105-109 5 p. 9302715. (Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020).

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

2 Scopus citations

Machine Learning in Empirical Asset Pricing Models

Teng, H. W., Li, Y. H. & Chang, S. W., Dec 2020, Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020. Institute of Electrical and Electronics Engineers Inc., p. 123-129 7 p. 9302638. (Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020).

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

3 Scopus citations

Online structural break detection for pairs trading using wavelet transform and hybrid deep learning model

Huang, S. H., Shih, W.-Y., Lu, J. Y., Chang, H. H., Chu, C. H., Wang, J. Z., Huang, J.-L. & Dai, T.-S., Feb 2020, Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020. Lee, W., Chen, L., Moon, Y.-S., Bourgeois, J., Bennis, M., Li, Y.-F., Ha, Y.-G., Kwon, H.-Y. & Cuzzocrea, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 209-216 8 p. 9070533. (Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020).

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

5 Scopus citations

On the privacy risks of compromised trigger-action platforms

Chiang, Y. H., Hsiao, H. C., Yu, C. M. & Kim, T. H. J., 2020, Computer Security – ESORICS 2020 - 25th European Symposium on Research in Computer Security, ESORICS 2020, Proceedings. Chen, L., Schneider, S., Li, N. & Liang, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 251-271 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12309 LNCS).

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

3 Scopus citations

Portfolio Management based on Deep Reinforcement Learning with Adaptive Sampling

Miao, Y. H., Hsiao, Y. T. & Huang, S. H., Dec 2020, Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020. Institute of Electrical and Electronics Engineers Inc., p. 130-133 4 p. 9302728. (Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020).

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

2 Scopus citations

2019

A Robo-Advisor Design using Multiobjective RankNets with Gated Neural Network Structure

Wang, P. Y., Liu, C. S., Yang, Y. C. & Huang, S.-H., Oct 2019, Proceedings - 2019 IEEE International Conference on Agents, ICA 2019. Institute of Electrical and Electronics Engineers Inc., p. 77-78 2 p. 8929188. (Proceedings - 2019 IEEE International Conference on Agents, ICA 2019).

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

5 Scopus citations

Benchmarking Dynamic Searchable Symmetric Encryption with Search Pattern Hiding

Wu, C. F., Ti, Y. W., Kuo, S. Y. & Yu, C. M., Aug 2019, Proceedings - 2019 International Conference on Intelligent Computing and Its Emerging Applications, ICEA 2019. Institute of Electrical and Electronics Engineers Inc., p. 65-69 5 p. 8858302. (Proceedings - 2019 International Conference on Intelligent Computing and Its Emerging Applications, ICEA 2019).

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

5 Scopus citations

Data Races and the Discrete Resource-time Tradeoff Problem with Resource Reuse over Paths^∗

Das, R., Lynch, J., Tsai, S. Y., Arkin, E. M., Duppala, S., Chowdhury, R., Mitchell, J. S. B. & Skiena, S., 17 Jun 2019, SPAA 2019 - Proceedings of the 31st ACM Symposium on Parallelism in Algorithms and Architectures. Association for Computing Machinery, p. 359-368 10 p. (Annual ACM Symposium on Parallelism in Algorithms and Architectures).

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

Open Access

4 Scopus citations

Deep Learning in Model Risk Neutral Distribution for Option Pricing

Chou, C., Liu, J. C., Chen, C. T. & Huang, S.-H., Oct 2019, Proceedings - 2019 IEEE International Conference on Agents, ICA 2019. Institute of Electrical and Electronics Engineers Inc., p. 95-98 4 p. 8929176. (Proceedings - 2019 IEEE International Conference on Agents, ICA 2019).

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

Differentially Private Event Sequences over Infinite Streams with Relaxed Privacy Guarantee

Ren, X., Wang, S., Yao, X., Yu, C. M., Yu, W. & Yang, X., 2019, Wireless Algorithms, Systems, and Applications - 14th International Conference, WASA 2019, Proceedings. Biagioni, E. S., Zheng, Y. & Cheng, S. (eds.). Springer Verlag, p. 272-284 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11604 LNCS).

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

5 Scopus citations

Empirical evaluation on synthetic data generation with generative adversarial network

Lu, P. H., Wang, P. C. & Yu, C. M., 26 Jun 2019, Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics, WIMS 2019. Association for Computing Machinery, (ACM International Conference Proceeding Series).

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

11 Scopus citations

Forecasting Interaction of Exchange Rates between Fiat Currencies and Cryptocurrencies Based on Deep Relation Networks

Chen, C. T., Chiang, L. K., Huang, Y. C. & Huang, S.-H., Oct 2019, Proceedings - 2019 IEEE International Conference on Agents, ICA 2019. Institute of Electrical and Electronics Engineers Inc., p. 69-72 4 p. 8929155. (Proceedings - 2019 IEEE International Conference on Agents, ICA 2019).

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

3 Scopus citations

Multi-channel assignment and link scheduling for prioritized latency-sensitive applications

Tsai, S. Y., Yang, H. T., Liu, K. S., Lin, S., Chowdhury, R. & Gao, J., 2019, Algorithms for Sensor Systems - 15th International Symposium on Algorithms and Experiments for Wireless Sensor Networks, ALGOSENSORS 2019, Revised Selected Papers. Dressler, F. & Scheideler, C. (eds.). Springer, p. 137-157 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11931 LNCS).

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

1 Scopus citations

Patrol scheduling against adversaries with varying attack durations

Yang, H. T., Tsai, S. Y., Liu, K. S., Lin, S. & Gao, J., 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1179-1188 10 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2).

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

7 Scopus citations

Poster: Characterizing adversarial subspaces by mutual information

Hsu, C. Y., Chen, P. Y. & Yu, C. M., 2 Jul 2019, AsiaCCS 2019 - Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security. Association for Computing Machinery, Inc, p. 667-669 3 p. (AsiaCCS 2019 - Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security).

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

2018

Abnormal-Node detection based on spatio-Temporal and Multivariate-Attribute correlation in wireless sensor networks

Berjab, N., Le, H. H., Yu, C. M., Kuo, S. Y. & Yokota, H., 26 Oct 2018, Proceedings - IEEE 16th International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018. Institute of Electrical and Electronics Engineers Inc., p. 568-575 8 p. 8511949. (Proceedings - IEEE 16th International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018).

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

7 Scopus citations

A Cross-age Face Recognition Approach Using Fog Computing Architecture for User Authentication on Mobile Devices

Lin, W.-H., Wang, P., Wu, B.-H., Chao, K.-M. & Lo, C.-C., 2018, 2018 IEEE 15TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE 2018). IEEE COMPUTER SOC, p. 86-93 (2018 Ieee 15th International Conference On E-Business Engineering (Icebe 2018)).

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

5 Scopus citations

A market making quotation strategy based on dual deep learning agents for option pricing and bid-Ask spread estimation

Hsu, P. Y., Chou, C., Huang, S.-H. & Chen, A.-P., 10 Sep 2018, Proceedings - 2018 IEEE International Conference on Agents, ICA 2018. Institute of Electrical and Electronics Engineers Inc., p. 99-104 6 p. 8460084. (Proceedings - 2018 IEEE International Conference on Agents, ICA 2018).

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

5 Scopus citations

Cloning strategies from trading records using agent-based reinforcement learning algorithm

Chen, C. T., Chen, A.-P. & Huang, S.-H., 10 Sep 2018, Proceedings - 2018 IEEE International Conference on Agents, ICA 2018. Institute of Electrical and Electronics Engineers Inc., p. 34-37 4 p. 8460078. (Proceedings - 2018 IEEE International Conference on Agents, ICA 2018).

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

22 Scopus citations

Data-Driven and Deep Learning Methodology for Deceptive Advertising and Phone Scams Detection

Huang, T. H. D., Yu, C. M. & Kao, H. Y., 9 May 2018, Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 166-171 6 p. (Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017).

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

Open Access

7 Scopus citations

Developing arbitrage strategy in high-frequency pairs trading with filterbank cnn algorithm

Chen, Y. Y., Chen, W. L. & Huang, S.-H., 10 Sep 2018, Proceedings - 2018 IEEE International Conference on Agents, ICA 2018. Institute of Electrical and Electronics Engineers Inc., p. 113-116 4 p. 8459920. (Proceedings - 2018 IEEE International Conference on Agents, ICA 2018).

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

11 Scopus citations

Hierarchical abnormal-node detection using fuzzy logic for ECA rule-based wireless sensor networks

Berjab, N., Le, H. H., Yu, C. M., Kuo, S. Y. & Yokota, H., 2 Jul 2018, Proceedings - 2018 IEEE 23rd Pacific Rim International Symposium on Dependable Computing, PRDC 2018. IEEE Computer Society, p. 289-298 10 p. 8639677. (Proceedings of IEEE Pacific Rim International Symposium on Dependable Computing, PRDC; vol. 2018-December).

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

8 Scopus citations

On the Limitation of MagNet Defense Against L₁-Based Adversarial Examples

Lu, P. H., Chen, P. Y., Chen, K. C. & Yu, C. M., 19 Jul 2018, Proceedings - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 200-214 15 p. 8416250. (Proceedings - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN-W 2018).

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

6 Scopus citations

On the utility of conditional generation based mutual information for characterizing adversarial subspaces

Hsu, C. Y., Lu, P. H., Chen, P. Y. & Yu, C. M., 2 Jul 2018, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1149-1153 5 p. 8646527. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Open Access

1 Scopus citations

Privacy-Preserving Record Linkage via Bilinear Pairing Approach

Lin, C. H. & Yu, C. M., 27 Aug 2018, 2018 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2018. Institute of Electrical and Electronics Engineers Inc., 8448454. (2018 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2018).

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

RARE: Defeating side channels based on data-deduplication in cloud storage

Pooranian, Z., Chen, K. C., Yu, C. M. & Conti, M., 6 Jul 2018, INFOCOM 2018 - IEEE Conference on Computer Communications Workshops. Institute of Electrical and Electronics Engineers Inc., p. 444-449 6 p. (INFOCOM 2018 - IEEE Conference on Computer Communications Workshops).

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

59 Scopus citations

Using artificial neural networks and market profile theory to construct the trading analysis in stock market

Lin, C. C., Chen, M. Y., Hung, M. C., Chen, A.-P. & Chiang, H. S., 25 Jun 2018, Proceedings of 2018 the 4th International Conference on Frontiers of Educational Technologies, ICFET 2018 - Workshop 2018 3rd International Conference on Knowledge Engineering and Applications, ICKEA 2018. Association for Computing Machinery, p. 122-126 5 p. (ACM International Conference Proceeding Series).

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

VENUS: Verifiable range query in data streaming

Tsai, I. C., Yu, C. M., Yokota, H. & Kuo, S. Y., 6 Jul 2018, INFOCOM 2018 - IEEE Conference on Computer Communications Workshops. Institute of Electrical and Electronics Engineers Inc., p. 160-165 6 p. (INFOCOM 2018 - IEEE Conference on Computer Communications Workshops).

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

8 Scopus citations

2017

A Face-Recognition Approach Using Deep Reinforcement Learning Approach for User Authentication

Wang, P., Lin, W.-H., Chao, K.-M. & Lo, C.-C., 2017, 2017 IEEE 14TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE 2017). p. 183-188 (2017 IEEE 14TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE 2017)).

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

20 Scopus citations

Affinity propagation clustering for intelligent portfolio diversification and investment risk reduction

Chang, C. C., Lin, Z. T., Koc, W. W., Chou, C. & Huang, S.-H., 13 Jul 2017, Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016. Institute of Electrical and Electronics Engineers Inc., p. 145-150 6 p. 7979895. (Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016).

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

2 Scopus citations

Applying market profile theory to analyze financial big data and discover financial market trading behavior - A case study of Taiwan futures market

Huang, W. Y., Chen, A.-P., Hsu, Y. H., Chang, H. Y. & Tsai, M. W., 13 Jul 2017, Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016. Institute of Electrical and Electronics Engineers Inc., p. 166-169 4 p. 7979899. (Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016).

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

4 Scopus citations

A spherical Monte Carlo approach for calculating value-at-risk and expected shortfall in financial risk management

Teng, H.-W., 28 Jun 2017, 2017 Winter Simulation Conference, WSC 2017. Chan, V. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 469-480 12 p. (Proceedings - Winter Simulation Conference).

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

2 Scopus citations

Binary classification and data analysis for modeling calendar anomalies in financial markets

Tung, H. H., Cheng, C. C., Chen, Y. Y., Chen, Y. F., Huang, S.-H. & Chen, A.-P., 13 Jul 2017, Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016. Institute of Electrical and Electronics Engineers Inc., p. 116-121 6 p. 7979890. (Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016).

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

13 Scopus citations

Data-driven approach for evaluating risk of disclosure and utility in differentially private data release

Chen, K. C., Yu, C. M., Tai, B. C., Li, S. C., Tsou, Y. T., Huang, Y. & Lin, C. M., 5 May 2017, Proceedings - 31st IEEE International Conference on Advanced Information Networking and Applications, AINA 2017. Enokido, T., Hsu, H.-H., Lin, C.-Y., Takizawa, M. & Barolli, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1130-1137 8 p. 7921033. (Proceedings - International Conference on Advanced Information Networking and Applications, AINA).

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

9 Scopus citations

Decision support system for real-time trading based on on-line learning and parallel computing techniques

Chen, C. T., Hsiao, C. Y., Lin, J. Y., Huang, S. J., Chang, Y. & Huang, S.-H., 13 Jul 2017, Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016. Institute of Electrical and Electronics Engineers Inc., p. 151-156 6 p. 7979896. (Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016).

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

Evaluating the risk of data disclosure using noise estimation for differential privacy

Chen, H. L., Chen, J. Y., Tsou, Y. T., Yu, C. M., Tai, B. C., Li, S. C., Huang, Y. & Lin, C. M., 5 May 2017, Proceedings - 2017 IEEE 22nd Pacific Rim International Symposium on Dependable Computing, PRDC 2017. Kitakami, M., Kim, D. S. & Varadharajan, V. (eds.). IEEE Computer Society, p. 339-347 9 p. 7920639. (Proceedings of IEEE Pacific Rim International Symposium on Dependable Computing, PRDC).

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

7 Scopus citations

Financial time-series data analysis using deep convolutional neural networks

Chen, J. F., Chen, W. L., Huang, C. P., Huang, S.-H. & Chen, A.-P., 13 Jul 2017, Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016. Institute of Electrical and Electronics Engineers Inc., p. 87-92 6 p. 7979885. (Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016).

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

121 Scopus citations

High-dimensional crowdsourced data distribution estimation with local privacy

Ren, X., Yu, C. M., Yu, W., Yang, S., Yang, X. & McCann, J., 10 Mar 2017, Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016. Institute of Electrical and Electronics Engineers Inc., p. 226-233 8 p. 7876342. (Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016).

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

Open Access

12 Scopus citations

Key management in internet of things via kronecker product

Tsai, I. C., Yu, C. M., Yokota, H. & Kuo, S. Y., 5 May 2017, Proceedings - 2017 IEEE 22nd Pacific Rim International Symposium on Dependable Computing, PRDC 2017. Kitakami, M., Kim, D. S. & Varadharajan, V. (eds.). IEEE Computer Society, p. 118-124 7 p. 7920605. (Proceedings of IEEE Pacific Rim International Symposium on Dependable Computing, PRDC).

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

20 Scopus citations

Poster: A unified framework of differentially private synthetic data release with generative adversarial network

Lu, P. H. & Yu, C. M., 30 Oct 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2547-2549 3 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

13 Scopus citations

Department of Information Management and Finance

Research output

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