College of Computer Science

Research output

Research output per year 1979 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 106927 Citations
• 122 h-index
• 3080 Conference contribution
• 2864 Article
• 340 Paper
• 247 Conference article
• 602 More
  • 238 Patent
  • 137 Editorial
  • 92 Chapter
  • 66 Book
  • 42 Review article
  • 14 Comment/debate
  • 6 Letter
  • 3 Other contribution
  • 1 Commissioned report
  • 1 Poster
  • 1 Meeting Abstract
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2023

  Adaptive Similarity-Aware Hyperparameter Tuners for Classification Tasks

  Hsieh, C. L., Chang, K. C. & Chen, T. F., 2023, In: IEEE Access. 11, p. 11089-11101 13 p.

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

  Open Access

  • Tuners 100%
  • Tuning 58%
  • Flow 48%
  • Deep learning 33%
  • Controllers 20%

• Applying symptom dynamics to accurately predict influenza virus infection: An international multicenter influenza-like illness surveillance study

  Li, J-H., Wu, C-C., Tseng, Y-J., Han, S-T., Pekosz, A., Rothman, R. & Chen, K-F., Jan 2023, In: Influenza and other Respiratory Viruses. 17, 1

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

  Open Access

  • Orthomyxoviridae 100%
  • contagious disease 96%
  • Human Influenza 91%
  • surveillance 85%
  • illness 79%

• Continual learning with attentive recurrent neural networks for temporal data classification

  Yin, S. Y., Huang, Y., Chang, T. Y., Chang, S. F. & Tseng, V. S., Jan 2023, In: Neural Networks. 158, p. 171-187 17 p.

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

  • Recurrent neural networks 100%
  • Distillation 99%
  • Learning 70%
  • Deep learning 21%
  • Data mining 19%

• Deep learning-based automatic left atrial appendage filling defects assessment on cardiac computed tomography for clinical and subclinical atrial fibrillation patients

  Chen, L., Huang, S. H., Wang, T. H., Lan, T. Y., Tseng, V. S., Tsao, H-M., Wang, H. H. & Tang, G. J., Jan 2023, In: Heliyon. 9, 1, e12945.

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

  Open Access

  • Tomography 100%
  • Deep learning 92%
  • Defects 70%
  • Artificial intelligence 45%
  • Catheters 21%

• Enabling Dynamic Autoscaling for NFV in a Non-Standalone Virtual EPC: Design and Analysis

  Ren, Y., Phung-Duc, T., Chen, J. C. & Li, F. Y., 2023, (Accepted/In press) In: IEEE Transactions on Vehicular Technology. p. 1-14 14 p.

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

  • Virtualization 100%
  • Network function virtualization 75%
  • Design 35%
  • Costs 10%
  • Performance 9%

• HuPR: A Benchmark for Human Pose Estimation Using Millimeter Wave Radar

  Lee, S. P., Niraj Prakash Kini, Peng, W-H., Ma, C-W. & Hwang, J. N., 2023, p. 5715-5724.

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

  • Millimeter waves 100%
  • Radar 81%
  • Cameras 17%
  • Electric fuses 13%
  • Labels 10%

• Identification of Coronary Culprit Lesion in ST Elevation Myocardial Infarction by Using Deep Learning

  Tseng, L. M., Chuang, C. Y., Chua, S. K. & Tseng, V. S., 2023, In: IEEE Journal of Translational Engineering in Health and Medicine. 11, p. 70-79 10 p.

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

  Open Access

  • Deep Learning 100%
  • ST Elevation Myocardial Infarction 80%
  • Electrocardiography 71%
  • Deep learning 64%
  • Fourier Analysis 57%

• Interaction Design With Multi-objective Bayesian Optimization

  Liao, Y. C., Dudley, J. J., Mo, G. B., Cheng, C. L., Chan, L., Oulasvirta, A. & Kristensson, P. O., 2023, (Accepted/In press) In: IEEE Pervasive Computing. p. 1-10 10 p.

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

  • Interaction Design 100%
  • Tactile Display 56%
  • Decision Making 53%
  • Optimization 40%
  • Collaboration 33%

• Networking Data and Intelligent Management in the Post-COVID19 Era: A Report on APNOMS 2021

  Chen, J. J., Yamamoto, R., Kim, K., Huang, J. L., Kinoshita, K., Seok, W. & Yen, L. H., Apr 2023, In: Journal of Network and Systems Management. 31, 2, 31.

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

  Open Access

  • Data Management 100%
  • Networking 71%
  • Information management 55%
  • Taiwan 46%

• Offloading using Traditional Optimization and Machine Learning in Federated Cloud-Edge-Fog Systems: A Survey

  Kar, B., Yahya, W., Lin, Y. D. & Ali, A., 2023, (Accepted/In press) In: IEEE Communications Surveys and Tutorials. p. 1 1 p.

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

  • Clouds 100%
  • Fog 87%
  • Fog computing 69%
  • Edge computing 64%
  • Machine learning 58%

• SYNAPSE: An international roadmap to large brain imaging

  Stampfl, A. P. J., Liu, Z., Hu, J., Sawada, K., Takano, H., Kohmura, Y., Ishikawa, T., Lim, J. H., Je, J. H., Low, C. M., Teo, A., Tok, E. S., Tan, T. W., Ban, K., Libedinsky, C., Tan, F. C. K., Chen, K. P., Yang, A. C., Chuang, C. C., Chen, N. Y., & 21 othersShih, C. T., Lee, T. K., Yang, D. N., Lai, H. C., Shuai, H. H., Cheng, C. C., Ching, Y. T., Li, C. W., Charng, C. C., Lo, C. C., Chiang, A. S., Recur, B., Petibois, C., Cheng, C. L., Chen, H. H., Yang, S. M., Hwu, Y., Rojviriya, C., Rugmai, S., Rujirawat, S. & Margaritondo, G., 9 Feb 2023, In: Physics Reports. 999, p. 1-60 60 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • neurology 100%
  • brain 69%
  • synchrotrons 63%
  • synchrotron radiation 32%
  • x ray optics 26%

• The depth-keeping performance of autonomous underwater vehicle advancing in waves integrating the diving control system with the adaptive fuzzy controller

  Lin, Y. H., Yu, C. M., Wu, I. C. & Wu, C. Y., 15 Jan 2023, In: Ocean Engineering. 268, 113609.

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

  • autonomous underwater vehicle 100%
  • Autonomous underwater vehicles 89%
  • diving 87%
  • control system 74%
  • Wave 71%

• Triboelectric backgrounds to radio-based polar ultra-high energy neutrino (UHEN) experiments

  Aguilar, J. A., Anker, A., Allison, P., Archambault, S., Baldi, P., Barwick, S. W., Beatty, J. J., Beise, J., Besson, D., Bishop, A., Bondarev, E., Botner, O., Bouma, S., Buitink, S., Cataldo, M., Chen, C. C., Chen, C. H., Chen, P., Chen, Y. C., Choi, T., & 112 othersClark, B. A., Clay, W., Curtis-Ginsberg, Z., Connolly, A., Cremonesi, L., Dasgupta, P., Davies, J., de Kockere, S., de Vries, K. D., Deaconu, C., DuVernois, M. A., Flaherty, J., Friedman, E., Gaior, R., Gaswint, G., Glaser, C., Hallgren, A., Hallmann, S., Ham, Y. B., Hanson, J. C., Harty, N., Hendricks, B., Hoffman, K. D., Hong, E., Hornhuber, C., Hsu, S. Y., Hu, L., Huang, J. J., Huang, M. H., Hughes, K., Ishihara, A., Jee, G., Jung, J., Karle, A., Kelley, J. L., Klein, S. R., Kleinfelder, S. A., Kim, J., Kim, K. C., Kim, M. C., Kravchenko, I., Krebs, R., Ku, Y., Kuo, C. Y., Kurusu, K., Kwon, H. J., Lahmann, R., Landsman, H., Latif, U., Lee, C., Leung, C. H., Li, C. J., Liu, J., Liu, T. C., Lu, M. Y., Madison, K., Mammo, J., Mase, K., McAleer, S., Meures, T., Meyers, Z. S., Michaels, K., Mikhailova, M., Mulrey, K., Nam, J., Nichol, R. J., Nir, G., Nelles, A., Novikov, A., Nozdrina, A., Oberla, E., Oeyen, B., Osborn, J., Pan, Y., Pandya, H., Paul, M. P., Persichilli, C., Pfendner, C., Plaisier, I., Punsuebsay, N., Pyras, L., Rice-Smith, R., Roth, J., Ryckbosch, D., Scholten, O., Seckel, D., Seikh, M. F. H., Shiao, Y. S., Shin, B. K., Shultz, A., Smith, D., Southall, D., Tatar, J., Torres, J., Toscano, S., Tosi, D., Touart, J., Van Den Broeck, D. J., van Eijndhoven, N., Varner, G. S., Vieregg, A. G., Wang, M. Z., Wang, S. H., Wang, Y. H., Welling, C., Williams, D. R., Wissel, S., Xie, C., Yoshida, S., Young, R., Zhao, L. & Zink, A., Mar 2023, In: Astroparticle Physics. 145, 102790.

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

  • neutrinos 100%
  • radio frequencies 52%
  • snow 40%
  • wind velocity 40%
  • blowing 36%

• Unsupervised sound localization via iterative contrastive learning

  Lin, Y. B., Tseng, H. Y., Lee, H. Y., Lin, Y. Y. & Yang, M. H., Jan 2023, In: Computer Vision and Image Understanding. 227, 103602.

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

  • Labels 100%
  • Acoustic waves 92%
  • Personnel 44%
  • Sampling 41%
  • Semantics 40%

• What makes IM users (un)responsive: An empirical investigation for understanding IM responsiveness

  Lee, H. P., Chiang, Y. S., Chou, Y. L., Lin, K. P. & Chang, Y. J., Apr 2023, In: International Journal of Human Computer Studies. 172, 102983.

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

  • Communication 100%
  • everyday communication 73%
  • dyad 47%
  • habits 43%
  • obligation 39%
• 2022

  3D-PL: Domain Adaptive Depth Estimation with 3D-Aware Pseudo-Labeling

  Yen, Y. T., Lu, C. N., Chiu, W. C. & Tsai, Y. H., 2022, Computer Vision – ECCV 2022 - 17th European Conference, 2022, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 710-728 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13687 LNCS).

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

  • Depth Estimation 100%
  • Adaptive Estimation 67%
  • Labeling 51%
  • Labels 44%
  • Truth 27%

• A 75.6M Base-pairs/s FPGA Accelerator for FM-index Based Paired-end Short-Read Mapping

  Yang, C. H., Wu, Y. C., Chen, Y. L., Lee, C. H., Hung, J. H. & Yang, C. H., 2022, 2022 IEEE Asian Solid-State Circuits Conference, A-SSCC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE Asian Solid-State Circuits Conference, A-SSCC 2022 - Proceedings).

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

  • sequencing 100%
  • Particle accelerators 74%
  • frequency modulation 70%
  • Field programmable gate arrays (FPGA) 59%
  • accelerators 59%

• Accelerating Brain Research using Explainable Artificial Intelligence

  Chou, J. L., Huang, Y. L., Hsieh, C. Y., Huang, J. X. & Wei, C. S., 2022, ICMEW 2022 - IEEE International Conference on Multimedia and Expo Workshops 2022, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICMEW 2022 - IEEE International Conference on Multimedia and Expo Workshops 2022, Proceedings).

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

  • Artificial intelligence 100%
  • Brain 94%
  • Electroencephalography 65%
  • Network architecture 21%
  • Convolutional neural networks 20%

• Accelerating Random Forest on Memory-Constrained Devices through Data Storage Optimization

  Slimani, C., Wu, C. F., Rubini, S., Chang, Y. H. & Boukhobza, J., 2022, (Accepted/In press) In: IEEE Transactions on Computers. p. 1-14 14 p.

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

  • Data Storage 100%
  • Random Forest 99%
  • Random forests 72%
  • Optimization 51%
  • Data storage equipment 41%

• Accuracy-Time Efficient Hyperparameter Optimization Using Actor-Critic-based Reinforcement Learning and Early Stopping in OpenAI Gym Environment

  Christian, A. B., Lin, C. Y., Tseng, Y. C., Van, L. D., Hu, W. H. & Yu, C. H., 2022, Proceedings of the 2022 IEEE International Conference on Internet of Things and Intelligence Systems, IoTaIS 2022. Institute of Electrical and Electronics Engineers Inc., p. 230-234 5 p. (Proceedings of the 2022 IEEE International Conference on Internet of Things and Intelligence Systems, IoTaIS 2022).

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

  • Reinforcement Learning 100%
  • Early Stopping 97%
  • Actors 92%
  • Hyperparameters 83%
  • Random forests 70%

• A Cloud Native Management and Orchestration Framework for 5G End-to-End Network Slicing

  Chiu, Y. S., Yen, L. H., Wang, T. H. & Tseng, C-C., 2022, Proceedings - 16th IEEE International Conference on Service-Oriented System Engineering, SOSE 2022. Institute of Electrical and Electronics Engineers Inc., p. 69-76 8 p. (Proceedings - 16th IEEE International Conference on Service-Oriented System Engineering, SOSE 2022).

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

  • Orchestration 100%
  • Network function virtualization 49%
  • Bandwidth 46%
  • Network management 40%
  • Virtualization 39%

• A Conditional Local Diagnosis Algorithm on the Arrangement Graph

  Kung, T. L., Lin, C. K. & Teng, Y. H., 2022, Innovative Mobile and Internet Services in Ubiquitous Computing - Proceedings of the 16th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing IMIS-2022. Barolli, L. (ed.). Springer Science and Business Media Deutschland GmbH, p. 283-289 7 p. (Lecture Notes in Networks and Systems; vol. 496 LNNS).

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

  • Graph algorithms 100%

• A Context-Aware Anchor-free Tiny Object Detector for Aerial Images

  Chen, L. S., Way, D. L. & Shih, Z. C., 4 Jan 2022, International Workshop on Advanced Imaging Technology, IWAIT 2022. Nakajima, M., Muramatsu, S., Kim, J-G., Guo, J-M. & Kemao, Q. (eds.). SPIE, 121770W. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12177).

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

  • Context-aware 100%
  • Aerial Image 98%
  • Detector 63%
  • Anchors 53%
  • education 52%

• Adaptive Entry Point Discovery for Web Vulnerability Scanning

  Huang, H. C., Zhang, Z. K., Chen, C. K., Hong, W. D., Jao, J. C. & Shieh, S., Jan 2022, In: Journal of Information Science and Engineering. 38, 1, p. 185-205 21 p.

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

  • Web crawler 100%
  • Vulnerability 92%
  • Scanning 87%
  • Scanner 64%
  • Websites 59%

• A Data-Driven Spatial-Temporal Graph Neural Network for Docked Bike Prediction

  Li, G., Wang, X., Njoo, G. S., Zhong, S., Chan, S. H. G., Hung, C. C. & Peng, W. C., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, p. 713-726 14 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).

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

  • Neural networks 100%
  • Flow graphs 54%
  • Experiments 14%
  1 Scopus citations

• A Deep LearningeEnabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome

  Liu, C. M., Liu, C-L., Hu, K. W., Tseng, V. S-M., Chang, S. L., Lin, Y. J., Lo, L. W., Chao, T. F., Tuan, T. C., Liao, J. N., Lin, C. Y., Chang, T. Y., Shen-Jang Fann, C., Higa, S., Higa, S., Hu, Y. F. & Chen, S. A., Feb 2022, In: Canadian Journal of Cardiology. 38, 2, p. 152-159 8 p.

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

  Open Access

  • Brugada Syndrome 100%
  • Deep Learning 79%
  • Cardiac Arrhythmias 61%
  • Electrocardiography 59%
  • Cardiologists 32%

• A Deep Learning–Enabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome

  Liu, C. M., Liu, C. L., Hu, K. W., Tseng, V. S., Chang, S. L., Lin, Y. J., Lo, L. W., Chung, F. P., Chao, T. F., Tuan, T. C., Liao, J. N., Lin, C. Y., Chang, T. Y., Shen-Jang Fann, C., Higa, S., Yagi, N., Hu, Y. F. & Chen, S. A., Feb 2022, In: Canadian Journal of Cardiology. 38, 2, p. 152-159 8 p.

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

  • Brugada Syndrome 100%
  • Deep Learning 79%
  • Cardiac Arrhythmias 61%
  • Electrocardiography 59%
  • Cardiologists 32%
  6 Scopus citations

• A File-Oriented Fast Secure Deletion Strategy for Shingled Magnetic Recording Drives

  Chen, S. H., Wu, C. F., Yang, M. C. & Chang, Y. H., 1 Aug 2022, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 41, 8, p. 2463-2476 14 p.

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

  • Magnetic recording 100%
  • Amplification 15%
  • Degradation 10%

• A joint management middleware to improve training performance of deep recommendation systems with SSDs

  Wu, C. F., Wu, C. J., Wei, G. Y. & Brooks, D., 10 Jul 2022, Proceedings of the 59th ACM/IEEE Design Automation Conference, DAC 2022. Institute of Electrical and Electronics Engineers Inc., p. 157-162 6 p. (Proceedings - Design Automation Conference).

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

  • Middleware 100%
  • Recommendation System 95%
  • Training 57%
  • Recommender systems 53%
  • Data Preprocessing 35%

• A Lab-Based Investigation of Reaction Time and Reading Performance using Different In-Vehicle Reading Interfaces during Self-Driving

  Hsiung, L., Chang, Y. J., Li, W. K., Ho, T. Y. & Wu, S. H., 17 Sep 2022, Main Proceedings - 14th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2022. Association for Computing Machinery, Inc, p. 96-107 12 p. (Main Proceedings - 14th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2022).

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

  • Autonomous vehicles 100%
  • Windshields 25%
  • Multitasking 23%
  • Experiments 6%

• A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting

  Li, G., Zhong, S., Deng, X., Xiang, L., Chan, S. H. G., Li, R., Liu, Y., Zhang, M., Hung, C. C. & Peng, W. C., 2022, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering. p. 1-14 14 p.

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

  • Transformer 100%
  • Forecasting 86%
  • Traffic 84%
  • Information fusion 65%
  • Information Fusion 43%

• A Local Diagnosis Algorithm for Hypercube-like Networks under the BGM Diagnosis Model

  Lin, C. K., Kung, T. L., Hung, C. N. & Teng, Y. H., 2022, In: Fundamenta Informaticae. 185, 4, p. 357-373 17 p.

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

  • Hypercube 100%
  • Vertex of a graph 42%
  • Multiprocessor Systems 33%
  • Model 32%
  • Polynomial-time Algorithm 22%
  1 Scopus citations

• Analysis of a tau neutrino origin for the near-horizon air shower events observed by the fourth flight of the Antarctic Impulsive Transient Antenna

  Prechelt, R., Wissel, S. A., Romero-Wolf, A., Burch, C., Gorham, P. W., Allison, P., Alvarez-Muñiz, J., Banerjee, O., Batten, L., Beatty, J. J., Belov, K., Besson, D. Z., Binns, W. R., Bugaev, V., Cao, P., Carvalho, W., Chen, C. H., Chen, P., Chen, Y., Clem, J. M., & 48 othersConnolly, A., Cremonesi, L., Dailey, B., Deaconu, C., Dowkontt, P. F., Fox, B. D., Gordon, J. W. H., Hast, C., Hill, B., Hsu, S. Y., Huang, J. J., Hughes, K., Hupe, R., Israel, M. H., Liewer, K. M., Liu, T. C., Ludwig, A. B., Macchiarulo, L., Matsuno, S., McBride, K., Miki, C., Mulrey, K., Nam, J., Naudet, C., Nichol, R. J., Novikov, A., Oberla, E., Prohira, S., Rauch, B. F., Ripa, J., Roberts, J. M., Rotter, B., Russell, J. W., Saltzberg, D., Seckel, D., Schoorlemmer, H., Shiao, J., Stafford, S., Stockham, J., Stockham, M., Strutt, B., Sutherland, M. S., Varner, G. S., Vieregg, A. G., Wang, N., Wang, S. H., Zas, E. & Zeolla, A., 15 Feb 2022, In: Physical Review D. 105, 4, 042001.

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

  • cosmic ray showers 100%
  • horizon 85%
  • flight 80%
  • antennas 74%
  • neutrinos 71%
  4 Scopus citations

• Analyzing GPS Data for Psychological Research: A Tutorial

  Müller, S. R., Bayer, J. B., Ross, M. Q., Mount, J., Stachl, C., Harari, G. M., Chang, Y. J. & Le, H. T. K., Apr 2022, In: Advances in Methods and Practices in Psychological Science. 5, 2

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

  Open Access

  • Geographic Information Systems 100%
  • Psychology 50%
  • Research Personnel 26%
  • Privacy 22%
  • Datasets 14%
  2 Scopus citations

• Analyzing vertical and horizontal offloading in federated cloud and edge computing systems

  Akutsu, K., Phung-Duc, T., Lai, Y. C. & Lin, Y. D., Mar 2022, In: Telecommunication Systems. 79, 3, p. 447-459 13 p.

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

  • Edge computing 100%
  • Cloud computing 71%
  • Quality of service 12%
  • Experiments 5%
  2 Scopus citations

• An analysis of a tau-neutrino hypothesis for the near-horizon cosmic-ray-like events observed by ANITA-IV

  ANITA Collaboration, 18 Mar 2022, In: Proceedings of Science. 395, 1110.

  Research output: Contribution to journal › Conference article › peer-review

  • horizon 100%
  • cosmic rays 91%
  • antennas 87%
  • neutrinos 83%
  • cosmic ray showers 58%

• A neural network based UHE neutrino reconstruction method for the Askaryan Radio Array (ARA)

  the ARA Collaboration, 18 Mar 2022, In: Proceedings of Science. 395, 1157.

  Research output: Contribution to journal › Conference article › peer-review

  • neutrinos 100%
  • apexes 61%
  • energy 35%
  • ice 33%
  • radio signals 23%

• An Evaluation of Native versus Foreign Communicative Interactions on Users’ Behavioral Reactions towards Affective Virtual Crowds

  Wang, C. C., Volonte, M., Ebrahimi, E., Liu, K. Y., Wong, S-K. & Babu, S. V., Mar 2022, p. 340-349. 10 p.

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

  • Communication 100%
  • Experiments 70%
  1 Scopus citations

• A new structure for a vertex to be locally t-diagnosable in large multiprocessor systems

  Chen, M., Hsu, D. F. & Lin, C. K., 23 Oct 2022, In: Theoretical Computer Science. 934, p. 81-90 10 p.

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

  • Multiprocessor Systems 100%
  • Diagnosability 52%
  • Vertex of a graph 41%
  • Hypercube 18%
  • Testing 12%
  1 Scopus citations

• An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation

  Yang, C. K., Wu, J. J., Chen, K. S., Chuang, Y. Y. & Lin, Y. Y., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 11820-11829 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

  • Chemical activation 100%
  • Labels 94%
  • Semantics 76%
  • Experiments 39%

• A Novel Approach to Solving Goal-Achieving Problems for Board Games

  Shih, C. C., Wu, T. R., Wei, T. H. & Wu, I. C., 30 Jun 2022, AAAI-22 Technical Tracks 9. Association for the Advancement of Artificial Intelligence, p. 10362-10369 8 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

• A Novel Constraint-based Knee-guided Neuroevolutionary Algorithm for Context-specific ECG Early Classification

  Huang, Y., Yen, G. G. & Tseng, V. S., 2022, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics. p. 1-12 12 p.

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

  • Electrocardiography 100%
  • Knee 81%
  • Cardiovascular Diseases 44%
  • Biomarkers 25%
  • Sudden Death 21%

• A Novel IGLC2 Gene Linked With Prognosis of Triple-Negative Breast Cancer

  Chang, Y. T., Tsai, W. C., Lin, W. Z., Wu, C. C., Yu, J. C., Tseng, V. S., Liao, G. S., Hu, J. M., Hsu, H. M., Chang, Y. J., Lin, M. C., Chu, C. M. & Yang, C. Y., 27 Jan 2022, In: Frontiers in Oncology. 11, 759952.

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

  Open Access

  • Immunoglobulin lambda-Chains 100%
  • Triple Negative Breast Neoplasms 70%
  • Genes 23%
  • Survival 11%
  • Neoplasm Metastasis 7%
  3 Scopus citations

• Application of deep machine learning for the radiographic diagnosis of periodontitis

  Chang, J., Chang, M-F., Angelov, N., Hsu, C. Y., Meng, H-W., Sheng, S., Glick, A., Chang, K., He, Y. R., Lin, Y-B., Wang, B-Y. & Ayilavarapu, S., Jul 2022, In: Clinical Oral Investigations.

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

  Open Access

  • Deep Learning 100%
  • Machine Learning 82%
  • Periodontitis 79%
  • Bone and Bones 34%
  • Alveolar Bone Loss 19%
  1 Scopus citations

• AQT: Adversarial Query Transformers for Domain Adaptive Object Detection

  Huang, W. J., Lu, Y. L., Lin, S. Y., Xie, Y. & Lin, Y. Y., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 972-979 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  • Object detection 100%
  • Discriminators 80%
  • Detectors 50%
  • Experiments 11%

• A Reinforcement Learning Agent for Obstacle-Avoiding Rectilinear Steiner Tree Construction

  Chen, P. Y., Ke, B. T., Lee, T. C., Tsai, I. C., Kung, T. W., Lin, L. Y., Liu, E. C., Chang, Y. C., Li, Y. L. & Chao, M. C. T., 13 Apr 2022, ISPD 2022 - Proceedings of the 2022 International Symposium on Physical Design. Association for Computing Machinery, p. 107-115 9 p. (Proceedings of the International Symposium on Physical Design).

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

  • Reinforcement learning 100%
  • Routers 23%
  • Wire 9%

• Artificial Intelligence-Enabled Model for Early Detection of Left Ventricular Hypertrophy and Mortality Prediction in Young to Middle-Aged Adults

  Liu, C. M., Hsieh, M. E., 胡瑜峰, Wei, T. Y., Wu, I. C., Chen, P. F., Lin, Y-J., Higa, S., Yagi, N., Chen, S. A. & Tseng, V. S., 1 Aug 2022, In: Circulation: Cardiovascular Quality and Outcomes. 15, 8, p. 658-668 11 p.

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

  • Artificial Intelligence 100%
  • Left Ventricular Hypertrophy 81%
  • Middle Aged 76%
  • Mortality 37%
  • Area Under Curve 34%

• A Scalable Analytical Framework for Complex Event Episode Mining with Various Domains Applications

  Tseng, J. C. C., Hsieh, S. Y. & Tseng, V. S., 2022, (Accepted/In press) In: IEEE Access. p. 1 1 p.

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

  Open Access

  • Mining 100%
  • Electric sparks 44%
  • Scalability 35%
  • Application 27%
  • Financial markets 26%

• A Scale-Reductive Pooling with Majority-Take-All for Salient Object Detection

  Shen, C. H., Chen, Y. J. & Hsiao, H. F., 2022, IEEE International Symposium on Circuits and Systems, ISCAS 2022. Institute of Electrical and Electronics Engineers Inc., p. 3309-3313 5 p. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2022-May).

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

  • Object detection 100%
  • Deep learning 86%
  • Superpixels 64%
  • Complex networks 49%
  • Computer vision 41%

• A Skeleton-based View-Invariant Framework for Human Fall Detection in an Elevator

  Ali, R., Hutomo, I. S., Van, L. D. & Tseng, Y. C., 2022, 2022 IEEE International Conference on Industrial Technology, ICIT 2022. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE International Conference on Industrial Technology; vol. 2022-August).

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

  • Elevators 100%
  • Cameras 59%
  • Deep neural networks 13%