Research output per year
Research output per year
Search results
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2024
A Hybrid Model for Solder Joint Height Prediction Based on Physical Knowledge and Machine Learning
Cao, N., Farrag, A., Kim, J., Won, D. & Yoon, S. W., 2024, Flexible Automation and Intelligent Manufacturing: Manufacturing Innovation and Preparedness for the Changing World Order. Wang, Y-C., Chan, S. H. & Wang, Z-H. (eds.). Cham: Springer Nature Switzerland, p. 39-46 8 p.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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AlignBot: Aligning VLM-powered Customized Task Planning with User Reminders Through Fine-Tuning for Household Robots
Zhaxizhuoma, Chen, P., Wu, Z., Sun, J., Wang, D., Zhou, P., Cao, N., Ding, Y., Zhao, B. & Li, X., 2024, arxiv.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding
Open Access -
A Physics-Informed Machine Learning Model for Mounting Optimization in Printed Circuit Boards
Kim, J., Farrag, A., Cao, N., Won, D. & Jin, Y., 2024, Flexible Automation and Intelligent Manufacturing: Manufacturing Innovation and Preparedness for the Changing World Order. Wang, Y-C., Chan, S. H. & Wang, Z-H. (eds.). Cham: Springer Nature Switzerland, p. 66-74 9 p.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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EXPLAINS: Explainable Anomaly Prediction for SMT Solder Joints Using SPI Data
Cao, N., Won, D. & Yoon, S. W., 2024, Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems - Proceedings of FAIM 2023. Silva, F. J. G., Campilho, R. D. S. G. & Pereira, A. B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 487-495 9 p. (Lecture Notes in Mechanical Engineering).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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2022
Replenishment Process Simulation and Analysis for Pharmacy Robotic Dispensing Systems
Cao, N., Marcus, A., Yoon, S. W. & Kwon, S., 2022, IISE Annual Conference and Expo 2022. Ellis, K., Ferrell, W. & Knapp, J. (eds.). Institute of Industrial and Systems Engineers, IISE, (IISE Annual Conference and Expo 2022).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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2020
Forecasting customer profitability using ensembles of RFM, LSTM and GA
Cao, N. & Lam, S. S., 2020, Proceedings of the 2020 IISE Annual Conference. Cromarty, L., Shirwaiker, R. & Wang, P. (eds.). Institute of Industrial and Systems Engineers, IISE, p. 622-627 6 p. (Proceedings of the 2020 IISE Annual Conference).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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2015
Sentimental preference extraction from online reviews for recommendation
Cao, N., Cao, J., Liu, P. & Li, W., 2015, Internet and Distributed Computing Systems - 8th International Conference, IDCS 2015, Proceedings. Di Fatta, G., Fortino, G., Li, W., Pathan, M., Stahl, F. & Guerrieri, A. (eds.). Springer Verlag, p. 294-303 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9258).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Sentiment classification using TF-1DF features and extended space forest ensemble
Cao, N., Cao, J., Lu, H. & Li, B., 30 Nov 2015, Proceedings of 2015 International Conference on Machine Learning and Cybernetics, ICMLC 2015. IEEE Computer Society, p. 526-532 7 p. 7340610. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
