Chia-Yu Hsu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 50

Top Topics

Semiconductor Manufacturing

Top Venues

Comput. Ind. Eng.

J. Intell. Manuf.

IEEE Trans Autom. Sci. Eng.

Publications

Chia-Yu Hsu, I-Hsiang Wang
Tradeoffs among Action Taking Policies Matter in Active Sequential Multi-Hypothesis Testing: the Optimal Error Exponent Region. CoRR (2024)
Chia-Yu Hsu, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Designing data-informed support for building learning habits in the Japanese K12 context. Res. Pract. Technol. Enhanc. Learn. 20 (2024)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Yezhou Yang, Hyunho Lee, Anna Liljedahl, Chandi Witharana, Yili Yang, Brendan M. Rogers, Samantha T. Arundel, Matthew B. Jones, Kenton McHenry, Patricia Solís
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping. Remote. Sens. 16 (5) (2024)
Runliang Dou, Guofang Nan, Ziqian Wei, Chia-Yu Hsu
Value co-creation in group enterprises: an evolutionary game theory-based analysis. Int. J. Prod. Res. 62 (17) (2024)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Yezhou Yang, Hyunho Lee, Anna Liljedahl, Chandi Witharana, Yili Yang, Brendan M. Rogers, Samantha T. Arundel, Matthew B. Jones, Kenton McHenry, Patricia Solís
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping. CoRR (2024)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Peter Kedron
GeoAI Reproducibility and Replicability: a computational and spatial perspective. CoRR (2024)
Chia-Yu Hsu, Yi-Wei Lu
Virtual metrology of material removal rate using a one-dimensional convolutional neural network-based bidirectional long short-term memory network with attention. Comput. Ind. Eng. 186 (2023)
Chia-Yu Hsu, Wenwen Li
Explainable GeoAI: can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection. Int. J. Geogr. Inf. Sci. 37 (5) (2023)
Chia-Yu Hsu, Wenwen Li
Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection. CoRR (2023)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Chandi Witharana, Anna Liljedahl
Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features. CoRR (2023)
Wenwen Li, Hyunho Lee, Sizhe Wang, Chia-Yu Hsu, Samantha T. Arundel
Assessment of a new GeoAI foundation model for flood inundation mapping. GeoAI@SIGSPATIAL (2023)
Wenwen Li, Hyunho Lee, Sizhe Wang, Chia-Yu Hsu, Samantha T. Arundel
Assessment of IBM and NASA's geospatial foundation model in flood inundation mapping. CoRR (2023)
Wenwen Li, Sizhe Wang, Samantha T. Arundel, Chia-Yu Hsu
GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning. GeoInformatica 27 (3) (2023)
Wenwen Li, Sizhe Wang, Samantha T. Arundel, Chia-Yu Hsu
Correction to: GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning. GeoInformatica 27 (3) (2023)
Chia-Yu Hsu, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Supporting "time awareness" in self-regulated learning: How do students allocate time during exam preparation? Smart Learn. Environ. 10 (1) (2023)
Chia-Yu Hsu, Rwitajit Majumdar, Huiyong Li, Yuanyuan Yang, Hiroaki Ogata
Extensive Reading at Home: Extracting Self-directed Reading Habits from Learning Logs. AIED (1) (2022)
Chia-Yu Hsu, Tone-Yau Huang
Second-Ordered Parametric Duality for the Multi-Objective Programming Problem in Complex Space. Axioms 11 (12) (2022)
Chia-Yu Hsu, Ching-Fang Li, I-Hsiang Wang
On Universal Sequential Classification from Sequentially Observed Empirical Statistics. ITW (2022)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Chandi Witharana, Anna Liljedahl
Real-time GeoAI for high-resolution mapping and segmentation of arctic permafrost features: the case of ice-wedge polygons. GeoAI@SIGSPATIAL (2022)
Wenwen Li, Chia-Yu Hsu
GeoAI for Large-Scale Image Analysis and Machine Vision: Recent Progress of Artificial Intelligence in Geography. ISPRS Int. J. Geo Inf. 11 (7) (2022)
Chia-Yu Hsu, Ju-Chien Chien
Ensemble convolutional neural networks with weighted majority for wafer bin map pattern classification. J. Intell. Manuf. 33 (3) (2022)
Shu-Kai S. Fan, Chia-Yu Hsu, Du-Ming Tsai, Mabel C. Chou, Chih-Hung Jen, Jen-Hsuan Tsou
Key Feature Identification for Monitoring Wafer-to-Wafer Variation in Semiconductor Manufacturing. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Chin-Hui Lai, Chia-Yu Hsu
Rating prediction based on combination of review mining and user preference analysis. Inf. Syst. 99 (2021)
Chia-Yu Hsu, Wenwen Li, Sizhe Wang
Knowledge-Driven GeoAI: Integrating Spatial Knowledge into Multi-Scale Deep Learning for Mars Crater Detection. Remote. Sens. 13 (11) (2021)
Qiuhong Zhao, Runliang Dou, Kuo-Yi Lin, Chia-Yu Hsu
Applications of new industrial engineering methodologies. Comput. Ind. Eng. 159 (2021)
Chia-Yu Hsu, Wei-Chen Liu
Multiple time-series convolutional neural network for fault detection and diagnosis and empirical study in semiconductor manufacturing. J. Intell. Manuf. 32 (3) (2021)
Li Li, Yong Wang, Chia-Yu Hsu, Yibin Li, Kuo-Yi Lin
L-measure evaluation metric for fake information detection models with binary class imbalance. Enterp. Inf. Syst. 15 (10) (2021)
Shu-Kai S. Fan, Chih-Hung Jen, Chia-Yu Hsu, Yu-Ling Liao
A New Double Exponentially Weighted Moving Average Run-to-Run Control Using a Disturbance-Accumulating Strategy for Mixed-Product Mode. IEEE Trans Autom. Sci. Eng. 18 (4) (2021)
Chia-Yu Hsu, Wenwen Li
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection. CoRR (2021)
Shu-Kai S. Fan, Chia-Yu Hsu, Chih-Hung Jen, Kuan-Lung Chen, Li-Ting Juan
Defective wafer detection using a denoising autoencoder for semiconductor manufacturing processes. Adv. Eng. Informatics 46 (2020)
Shu-Kai S. Fan, Chia-Yu Hsu, Du-Ming Tsai, Fei He, Chun-Chung Cheng
Data-Driven Approach for Fault Detection and Diagnostic in Semiconductor Manufacturing. IEEE Trans Autom. Sci. Eng. 17 (4) (2020)
Chia-Yu Hsu, Wenwen Li
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection. BMVC (2020)
Shu-Kai S. Fan, Chia-Yu Hsu, Chih-Hung Jen, Kuan-Lung Chen, Li-Ting Juan
Corrigendum to "Defective wafer detection using a denoising autoencoder for semiconductor manufacturing processes" [Adv. Eng. Informat. 46 (2020) 101166]. Adv. Eng. Informatics 46 (2020)
Wenwen Li, Chia-Yu Hsu
Automated terrain feature identification from remote sensing imagery: a deep learning approach. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Chia-Yu Hsu, Shih-Chang Chiu
A two-phase non-dominated sorting particle swarm optimization for chip feature design to improve wafer exposure effectiveness. Comput. Ind. Eng. 147 (2020)
Chia-Yu Hsu, Wei-Ju Chen, Ju-Chien Chien
Similarity matching of wafer bin maps for manufacturing intelligence to empower Industry 3.5 for semiconductor manufacturing. Comput. Ind. Eng. 142 (2020)
Chia-Yu Hsu, Weijane Lin, Hsiu-Ping Yueh
Designing and Developing a Sandbox-Style Tangible AR for Geoscience Learning. HCI (13) (2020)
Wei Kuang Lai, Chia-Yu Hsu, Yu-Po Kuo
QoS-guaranteed User Association and Resource Allocation with CoMP JT in Ultra-Dense Networks. APNOMS (2019)
Runliang Dou, Zhen He, Chia-Yu Hsu
Foreword: Smart manufacturing, innovative product and service design to empower Industry 4.0. Comput. Ind. Eng. 125 (2018)
Lin Li, Chee Shin Yeo, Chia-Yu Hsu, Liang-Chih Yu, K. Robert Lai
Agent-based fuzzy constraint-directed negotiation for service level agreements in cloud computing. Clust. Comput. 21 (2) (2018)
Tsai-Hsuan Tsai, Hsien-Tsung Chang, Chia-Yu Hsu, Shu-Yu Lin, Wei-Cheng Yan, Yi-Cheng Chen
A Personal Emotion-Based Recipe Recommendation Mobile Social Platform: Mood Canteen. HCI (8) (2018)
Runliang Dou, Chen-Fu Chien, Imed Kacem, Chia-Yu Hsu
Industry Applications of Computational Intelligence: Preface. Int. J. Comput. Intell. Syst. 11 (1) (2018)
Hsiu-Chuan Wei, Jui-Ling Yu, Chia-Yu Hsu
T Cells, and Antitumor Cytokine Interactions. Comput. Math. Methods Medicine 2017 (2017)
Chia-Yu Hsu, Sirirat Sae Lim, Chin-Sheng Yang
Data mining for enhanced driving effectiveness: an eco-driving behaviour analysis model for better driving decisions. Int. J. Prod. Res. 55 (23) (2017)
Wenwen Li, Bin Zhou, Chia-Yu Hsu, Yixing Li, Fengbo Ren
Recognizing terrain features on terrestrial surface using a deep learning model: an example with crater detection. GeoAI@SIGSPATIAL (2017)
Chen-Fu Chien, Chia-Yu Hsu, James R. Morrison, Runliang Dou
Semiconductor manufacturing intelligence and automation. Comput. Ind. Eng. 99 (2016)
Chia-Yu Hsu, Bo-Ruei Kao, Van Lam Ho, K. Robert Lai
Agent-based fuzzy constraint-directed negotiation mechanism for distributed job shop scheduling. Eng. Appl. Artif. Intell. 53 (2016)
Xiaosong Zhao, Chia-Yu Hsu, Pei-Chann Chang, Li Li
A genetic algorithm for the multi-objective optimization of mixed-model assembly line based on the mental workload. Eng. Appl. Artif. Intell. 47 (2016)
Chia-Yu Hsu, Bo-Ruei Kao, Van Lam Ho, Lin Li, K. Robert Lai
An agent-based fuzzy constraint-directed negotiation model for solving supply chain planning and scheduling problems. Appl. Soft Comput. 48 (2016)
Chia-Yu Hsu, Yuh-Show Tsai, Cheng-Shiang Yau, Hung-Hai Shie, Chu-Ming Wu
Test-Retest Reliability of an Automated Infrared-Assisted Trunk Accelerometer-Based Gait Analysis System. Sensors 16 (8) (2016)
Chia-Yu Hsu
An Analytic Framework of Design for Semiconductor Manufacturing. AP-BPM (2015)
Chia-Yu Hsu, Pei-Chann Chang, Meng-Hui Chen
A linkage mining in block-based evolutionary algorithm for permutation flowshop scheduling problem. Comput. Ind. Eng. 83 (2015)
Chen-Fu Chien, Ying-Jen Chen, Chia-Yu Hsu
A novel approach to hedge and compensate the critical dimension variation of the developed-and-etched circuit patterns for yield enhancement in semiconductor manufacturing. Comput. Oper. Res. 53 (2015)
Chen-Fu Chien, Mitsuo Gen, Yongjiang Shi, Chia-Yu Hsu
Manufacturing intelligence and innovation for digital manufacturing and operational excellence. J. Intell. Manuf. 25 (5) (2014)
Chia-Yu Hsu
Integrated data envelopment analysis and neural network model for forecasting performance of wafer fabrication operations. J. Intell. Manuf. 25 (5) (2014)
Chen-Fu Chien, Ying-Jen Chen, Chia-Yu Hsu, Hung-Kai Wang
Overlay Error Compensation Using Advanced Process Control With Dynamically Adjusted Proportional-Integral R2R Controller. IEEE Trans Autom. Sci. Eng. 11 (2) (2014)
Lin-Huang Chang, Chia-Yu Hsu, H. F. Chang, Tsung-Han Lee
Design and implementation of semi-dynamic multi-channel transceiver in WSNs. SMC (2014)
Kuo-Yi Lin, Chia-Yu Hsu, Hui-Chun Yu
A virtual metrology approach for maintenance compensation to improve yield in semiconductor manufacturing. Int. J. Comput. Intell. Syst. 7 (sup2) (2014)
Chen-Fu Chien, Chia-Yu Hsu, Kuo-Hao Chang
Overall Wafer Effectiveness (OWE): A novel industry standard for semiconductor ecosystem as a whole. Comput. Ind. Eng. 65 (1) (2013)
Chen-Fu Chien, Chia-Yu Hsu, Chih-Wei Hsiao
Manufacturing intelligence to forecast and reduce semiconductor cycle time. J. Intell. Manuf. 23 (6) (2012)
Chen-Fu Chien, Ying-Jen Chen, Chia-Yu Hsu, Yi-Hao Yeh
Manufacturing intelligence for determining machine subgroups to enhance yield in semiconductor manufacturning. WSC (2011)
Chen-Fu Chien, Chia-Yu Hsu
UNISON analysis to model and reduce step-and-scan overlay errors for semiconductor manufacturing. J. Intell. Manuf. 22 (3) (2011)
Chun-Fei Hsu, Chia-Yu Hsu, Chih-Min Lin, Tsu-Tian Lee
Intelligent controller design with UUB stability using Gaussian wavelet neural networks. Int. J. Intell. Comput. Cybern. 2 (1) (2009)
Chun-Fei Hsu, Chao-Ming Chung, Chih-Min Lin, Chia-Yu Hsu
Adaptive CMAC neural control of chaotic systems with a PI-type learning algorithm. Expert Syst. Appl. 36 (9) (2009)
Chun-Fei Hsu, Tsu-Tian Lee, Chia-Yu Hsu, Chih-Min Lin
Neurocontroller design and stability analysis for antilock braking systems. SMC (2008)
Chen-Fu Chien, Chia-Yu Hsu
A novel method for determining machine subgroups and backups with an empirical study for semiconductor manufacturing. J. Intell. Manuf. 17 (4) (2006)