Rosa H. M. Chan

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 45

Top Topics

Nonnegative Matrix

Object Recognition

Empirical Bayes

Top Venues

Publications

Subing Huang, Xiaoyu Guo, Jodie J. Xie, Kelvin Y. S. Lau, Richard Liu, Arthur D. P. Mak, Vincent C. K. Cheung, Rosa H. M. Chan
Rectified Latent Variable Model-Based EMG Factorization of Inhibitory Muscle Synergy Components Related to Aging, Expertise and Force-Tempo Variations. Sensors 24 (9) (2024)
Fan Feng, Lu Hou, Qi She, Rosa H. M. Chan, James T. Kwok
Power Law in Deep Neural Networks: Sparse Network Generation and Continual Learning With Preferential Attachment. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Chuanlin Lan, Ziyuan Yin, Arindam Basu, Rosa H. M. Chan
Tracking Fast by Learning Slow: An Event-based Speed Adaptive Hand Tracker Leveraging Knowledge in RGB Domain. CoRR (2023)
Yijia Guan, Rosa H. M. Chan
Revisiting COVID-19 Diagnosis From Cough Sound: A Hybrid CNN-LSTM Model Utilizing Offline Time Stretching Augmentation. ICBBE (2023)
Chuanlin Lan, Rosa H. M. Chan
Comparing the Graphical Features of Simple Artificial Neural Networks and Cortical Development. EMBC (2023)
Ziyuan Yin, Marc T. L. Wong, Chuanlin Lan, Sunny H. Wong, Rosa H. M. Chan
Non-Invasive Monitoring of Swallowing Function Using Multi-Channel Auscultation. SENSORS (2023)
Yuvraj Patra, Qi Liu, Rosa H. M. Chan, Daniel Thomson, Daniel H. K. Chow, Ben Fuller, Roy T. H. Cheung
Tracking Bilateral Lower Limb Kinematics of Distance Runners on Treadmill Using a Single Inertial Measurement Unit. EMBC (2023)
Fan Feng, Qi Liu, Zhanglin Peng, Ruimao Zhang, Rosa H. M. Chan
Community Channel-Net: Efficient channel-wise interactions via community graph topology. Pattern Recognit. 141 (2023)
Yixiao Huang, Xiaoli Wu, Rosa H. M. Chan
Stratification and Survival Prediction for Amyotrophic Lateral Sclerosis Patients. BHI (2022)
Chuanlin Lan, Fan Feng, Qi Liu, Qi She, Qihan Yang, Xinyue Hao, Ivan Mashkin, Ka Shun Kei, Dong Qiang, Vincenzo Lomonaco, Xuesong Shi, Zhengwei Wang, Yao Guo, Yimin Zhang, Fei Qiao, Rosa H. M. Chan
Towards lifelong object recognition: A dataset and benchmark. Pattern Recognit. 130 (2022)
Alessio Xompero, Santiago Donaher, Vladimir Iashin, Francesca Palermo, Gökhan Solak, Claudio Coppola, Reina Ishikawa, Yuichi Nagao, Ryo Hachiuma, Qi Liu, Fan Feng, Chuanlin Lan, Rosa H. M. Chan, Guilherme Henrique Galelli Christmann, Jyun-Ting Song, Gonuguntla Neeharika, Chinnakotla Krishna Teja Reddy, Dinesh Jain, Bakhtawar Ur Rehman, Andrea Cavallaro
The CORSMAL Benchmark for the Prediction of the Properties of Containers. IEEE Access 10 (2022)
Qihan Yang, Fan Feng, Rosa H. M. Chan
A Benchmark and Empirical Analysis for Replay Strategies in Continual Learning. CoRR (2022)
Xiaoli Wu, Rosa H. M. Chan
Does Meta-Learning Improve EEG Motor Imagery Classification? EMBC (2022)
Nabeel Siddiqui, Rosa H. M. Chan
Hand Gesture Recognition Using Multiple Acoustic Measurements at Wrist. IEEE Trans. Hum. Mach. Syst. 51 (1) (2021)
Alessio Xompero, Santiago Donaher, Vladimir Iashin, Francesca Palermo, Gökhan Solak, Claudio Coppola, Reina Ishikawa, Yuichi Nagao, Ryo Hachiuma, Qi Liu, Fan Feng, Chuanlin Lan, Rosa H. M. Chan, Guilherme Christmann, Jyun-Ting Song, Gonuguntla Neeharika, Chinnakotla Krishna Teja Reddy, Dinesh Jain, Bakhtawar Ur Rehman, Andrea Cavallaro
Multi-modal estimation of the properties of containers and their content: survey and evaluation. CoRR (2021)
Qi She, Xiaoli Wu, Beth Jelfs, Adam S. Charles, Rosa H. M. Chan
An Efficient and Flexible Spike Train Model Via Empirical Bayes. IEEE Trans. Signal Process. 69 (2021)
Qihan Yang, Fan Feng, Rosa H. M. Chan
A Benchmark and Empirical Analysis for Replay Strategies in Continual Learning. CSSL (2021)
Jeremiah B. Palmerston, Rosa H. M. Chan
Latent Variable Models Reconstruct Diversity of Neuronal Response to Drifting Gratings in Murine Visual Cortex. IEEE Access 9 (2021)
Tsung-Yu Chen, Hsiang-Jui Lin, Chi-Sheng Shih, Kuan-Ting Kuo, Qi Liu, Rosa H. M. Chan
Prediction of Human Intention in Vehicles, Pedestrians and Bicyclists Interactions. ITSC (2021)
Sizhong Wang, Peter P. K. Chan, Ben M. F. Lam, Zoe Y. S. Chan, Janet H. W. Zhang, Chao Wang, Wing-Kai Lam, Kevin Ki Wai Ho, Rosa H. M. Chan, Roy T. H. Cheung
Sensor-Based Gait Retraining Lowers Knee Adduction Moment and Improves Symptoms in Patients with Knee Osteoarthritis: A Randomized Controlled Trial. Sensors 21 (16) (2021)
Fan Feng, Rosa H. M. Chan, Xuesong Shi, Yimin Zhang, Qi She
Challenges in Task Incremental Learning for Assistive Robotics. IEEE Access 8 (2020)
Xiaoyu Guo, Janet Zhang, Roy T. H. Cheung, Rosa H. M. Chan, Chao-Ying Chen
Right Temporal Oscillations of Infants in Relation to Contingent Learning. EMBC (2020)
Heechul Bae, Eoin Brophy, Rosa H. M. Chan, Baoquan Chen, Fan Feng, Gabriele Graffieti, Vidit Goel, Xinyue Hao, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Chuanlin Lan, Qi Liu, Vincenzo Lomonaco, Liang Ma, Davide Maltoni, German Ignacio Parisi, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Qi She, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qihan Yang, Qiaoyong Zhong, Liguang Zhou
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]. IEEE Robotics Autom. Mag. 27 (2) (2020)
Qi She, Fan Feng, Xinyue Hao, Qihan Yang, Chuanlin Lan, Vincenzo Lomonaco, Xuesong Shi, Zhengwei Wang, Yao Guo, Yimin Zhang, Fei Qiao, Rosa H. M. Chan
OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning. ICRA (2020)
Xuesong Shi, Dongjiang Li, Pengpeng Zhao, Qinbin Tian, Yuxin Tian, Qiwei Long, Chunhao Zhu, Jingwei Song, Fei Qiao, Le Song, Yangquan Guo, Zhigang Wang, Yimin Zhang, Baoxing Qin, Wei Yang, Fangshi Wang, Rosa H. M. Chan, Qi She
Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM. ICRA (2020)
Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German Ignacio Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou
IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report. CoRR (2020)
Qi Liu, Fan Feng, Chuanlin Lan, Rosa H. M. Chan
VA2Mass: Towards the Fluid Filling Mass Estimation via Integration of Vision and Audio Learning. ICPR Workshops (8) (2020)
Zishen Li, Yun Wah Lam, Qi Liu, Alison Y. K. Lau, Ho Yu Au-Yeung, Rosa H. M. Chan
Machine Learning-Driven Drug Discovery: Prediction of Structure-Cytotoxicity Correlation Leads to Identification of Potential Anti-Leukemia Compounds. EMBC (2020)
Qi She, Fan Feng, Xinyue Hao, Qihan Yang, Chuanlin Lan, Vincenzo Lomonaco, Xuesong Shi, Zhengwei Wang, Yao Guo, Yimin Zhang, Fei Qiao, Rosa H. M. Chan
OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition. CoRR (2019)
Xuesong Shi, Dongjiang Li, Pengpeng Zhao, Qinbin Tian, Yuxin Tian, Qiwei Long, Chunhao Zhu, Jingwei Song, Fei Qiao, Le Song, Yangquan Guo, Zhigang Wang, Yimin Zhang, Baoxing Qin, Wei Yang, Fangshi Wang, Rosa H. M. Chan, Qi She
Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM. CoRR (2019)
Qi She, Yuan Gao, Kai Xu, Rosa H. M. Chan
Reduced-Rank Linear Dynamical Systems. AAAI (2018)
Qi She, Rosa H. M. Chan
Stochastic Dynamical Systems Based Latent Structure Discovery in High-Dimensional Time Series. ICASSP (2018)
Yufan Wang, Yuliang Zhao, Rosa H. M. Chan, Wen Jung Li
Volleyball Skill Assessment Using a Single Wearable Micro Inertial Measurement Unit at Wrist. IEEE Access 6 (2018)
Yufan Wang, Meng Chen, Xinyu Wang, Rosa H. M. Chan, Wen Jung Li
IoT for Next-Generation Racket Sports Training. IEEE Internet Things J. 5 (6) (2018)
Jeremiah B. Palmerston, Qi She, Rosa H. M. Chan
Weighted Network Density Predicts Range of Latent Variable Model Accuracy. EMBC (2018)
Song Xu, Yang Li, Tingwen Huang, Rosa H. M. Chan
A Sparse Multiwavelet-Based Generalized Laguerre-Volterra Model for Identifying Time-Varying Neural Dynamics from Spiking Activities. Entropy 19 (8) (2017)
Nabeel Siddiqui, Rosa H. M. Chan
A wearable hand gesture recognition device based on acoustic measurements at wrist. EMBC (2017)
Yuqi Li, Beth Jelfs, Rosa H. M. Chan
Entropy of surface EMG reflects object weight in grasp-and-lift task. EMBC (2017)
Song Xu, Yang Li, Xudong Wang, Rosa H. M. Chan
Identification of time-varying neural dynamics from spiking activities using Chebyshev polynomials. EMBC (2016)
Yang Li, Qing Liu, Si-Rui Tan, Rosa H. M. Chan
High-resolution time-frequency analysis of EEG signals using multiscale radial basis functions. Neurocomputing 195 (2016)
Yuan Gao, Gaonan Zhang, Beth Jelfs, Robert Carmer, Prahatha Venkatraman, Mohammad Ghadami, Skye A. Brown, Chi-Pui Pang, Yuk Fai Leung, Rosa H. M. Chan, Mingzhi Zhang
Computational classification of different wild-type zebrafish strains based on their variation in light-induced locomotor response. Comput. Biol. Medicine 69 (2016)
Beth Jelfs, Ling Li, Chung Tin, Rosa H. M. Chan
Fuzzy entropy based nonnegative matrix factorization for muscle synergy extraction. ICASSP (2016)
Winnie K. Y. So, Lingling Yang, Beth Jelfs, Qi She, Savio W. H. Wong, Joseph N. Mak, Rosa H. M. Chan
Cross-frequency information transfer from EEG to EMG in grasping. EMBC (2016)
Qi She, Winnie K. Y. So, Rosa H. M. Chan
Effective connectivity matrix for neural ensembles. EMBC (2016)
Xiaolong Zhai, Beth Jelfs, Rosa H. M. Chan, Chung Tin
Short latency hand movement classification based on surface EMG spectrogram with PCA. EMBC (2016)
Min Wei, Tommy W. S. Chow, Rosa H. M. Chan
Heterogeneous feature subset selection using mutual information-based feature transformation. Neurocomputing 168 (2015)
Min Wei, Tommy W. S. Chow, Rosa H. M. Chan
-Means by Mutual Information-Based Unsupervised Feature Transformation. Entropy 17 (3) (2015)
Qi She, Winnie K. Y. So, Rosa H. M. Chan
Reconstruction of neural network topology using spike train data: Small-world features of hippocampal network. EMBC (2015)
Beth Jelfs, Shengli Zhou, Bernard K. Y. Wong, Chung Tin, Rosa H. M. Chan
Recruitment of small synergistic movement makes a good pianist. EMBC (2015)
Min Wei, Rosa H. M. Chan
Dimensionality reduction of hybrid data using mutual information-based unsupervised feature transformation: With application on intrusion detection. INDIN (2015)
Ming-Bo Zhao, Rosa H. M. Chan, Tommy W. S. Chow, Peng Tang
Compact Graph based Semi-Supervised Learning for Medical Diagnosis in Alzheimer's Disease. IEEE Signal Process. Lett. 21 (10) (2014)
Yuan Gao, Rosa H. M. Chan, Tommy W. S. Chow, Liyun Zhang, Sylvia Bonilla, Chi-Pui Pang, Mingzhi Zhang, Yuk Fai Leung
A High-Throughput Zebrafish ScreeningMethod for Visual Mutants by Light-Induced Locomotor Response. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (4) (2014)
Yao Xin, Will X. Y. Li, Ray C. C. Cheung, Rosa H. M. Chan, Hong Yan, Dong Song, Theodore W. Berger
An FPGA based scalable architecture of a stochastic state point process filter (SSPPF) to track the nonlinear dynamics underlying neural spiking. Microelectron. J. 45 (6) (2014)
Will X. Y. Li, Yao Xin, Rosa H. M. Chan, Dong Song, Theodore W. Berger, Ray C. C. Cheung
Laguerre-volterra model and architecture for MIMO system identification and output prediction. EMBC (2014)
Ming-Bo Zhao, Rosa H. M. Chan, Peng Tang, Tommy W. S. Chow, Savio W. H. Wong
Trace Ratio Linear Discriminant Analysis for Medical Diagnosis: A Case Study of Dementia. IEEE Signal Process. Lett. 20 (5) (2013)
Joseph N. Mak, Rosa H. M. Chan, Savio W. H. Wong
Spectral modulation of frontal EEG activities during motor skill acquisition: task familiarity monitoring using single-channel EEG. EMBC (2013)
Will X. Y. Li, Ray C. C. Cheung, Rosa H. M. Chan, Dong Song, Theodore W. Berger
Real-Time Prediction of Neuronal Population Spiking Activity Using FPGA. IEEE Trans. Biomed. Circuits Syst. 7 (4) (2013)
Bo Yu, Rosa H. M. Chan, Terrence S. T. Mak, Yihe Sun, Chi-Sang Poon
On-Chip Systolic Networks for Real-Time Tracking of Pairwise Correlations Between Neurons in a Large-Scale Network. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Joseph N. Mak, Rosa H. M. Chan, Savio W. H. Wong
Evaluation of mental workload in visual-motor task: Spectral analysis of single-channel frontal EEG. IECON (2013)
Yuan Gao, Guanrong Chen, Rosa H. M. Chan
Naming Game on Networks: Let Everyone be Both Speaker and Hearer. CoRR (2013)
Will X. Y. Li, Ray C. C. Cheung, Rosa H. M. Chan, Dong Song, Theodore W. Berger
A reconfigurable architecture for real-time prediction of neural activity. ISCAS (2013)
Will X. Y. Li, Rosa H. M. Chan, Dong Song, Theodore W. Berger, Ray C. C. Cheung
A dual mode FPGA design for the hippocampal prosthesis. EMBC (2012)
Dong Song, Ioan Opris, Rosa H. M. Chan, Vasilis Z. Marmarelis, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger
Functional connectivity between Layer 2/3 and Layer 5 neurons in prefrontal cortex of nonhuman primates during a delayed match-to-sample task. EMBC (2012)
Will X. Y. Li, Ray C. C. Cheung, Wei Zhang, Rosa H. M. Chan, Dong Song, Theodore W. Berger
FPGA Architecture of Generalized Laguerre-Volterra MIMO Model for Neural Population Spiking Activities. FCCM (2011)
Will X. Y. Li, Rosa H. M. Chan, Wei Zhang, Ray C. C. Cheung, Dong Song, Theodore W. Berger
A hardware-based computational platform for Generalized Laguerre-Volterra MIMO model for neural activities. EMBC (2011)
Will X. Y. Li, Rosa H. M. Chan, Wei Zhang, C. W. Yu, Ray C. C. Cheung, Dong Song, Theodore W. Berger
FPGA Architecture of Generalized Laguerre-Volterra MIMO Model for Neural Population Activities. FPL (2011)
Dong Song, Rosa H. M. Chan, Vasilis Z. Marmarelis, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger
Estimation and statistical validation of event-invariant nonlinear dynamic models of hippocampal CA3-CA1 population activities. EMBC (2011)
Rosa H. M. Chan, Dong Song, Anushka V. Goonawardena, Sarah Bough, John Sesay, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger
Tracking the changes of hippocampal population nonlinear dynamics in rats learning a memory-dependent task. EMBC (2011)
Will X. Y. Li, Rosa H. M. Chan, Wei Zhang, Ray C. C. Cheung, Dong Song, Theodore W. Berger
High-Performance and Scalable System Architecture for the Real-Time Estimation of Generalized Laguerre-Volterra MIMO Model From Neural Population Spiking Activity. IEEE J. Emerg. Sel. Topics Circuits Syst. 1 (4) (2011)
Robert E. Hampson, Vasilis Z. Marmarelis, Dae C. Shin, Greg A. Gerhardt, Dong Song, Rosa H. M. Chan, A. J. Sweatt, John J. Granacki, Theodore W. Berger, Sam A. Deadwyler
Restorative encoding memory integrative neural device: "REMIND". EMBC (2011)
Theodore W. Berger, Dong Song, Rosa H. M. Chan, Vasilis Z. Marmarelis
The Neurobiological Basis of Cognition: Identification by Multi-Input, Multioutput Nonlinear Dynamic Modeling. Proc. IEEE 98 (3) (2010)
Dong Song, Rosa H. M. Chan, Vasilis Z. Marmarelis, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger
Nonlinear modeling of neural population dynamics for hippocampal prostheses. Neural Networks 22 (9) (2009)
Dong Song, Rosa H. M. Chan, Vasilis Z. Marmarelis, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger
Nonlinear Dynamic Modeling of Spike Train Transformations for Hippocampal-Cortical Prostheses. IEEE Trans. Biomed. Eng. 54 (6) (2007)
Dong Song, Rosa H. M. Chan, Vasilis Z. Marmarelis, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger
Physiologically Plausible Stochastic Nonlinear Kernel Models of Spike Train to Spike Train Transformation. EMBC (2006)
Guangyong Li, Ning Xi, Heping Chen, Wen J. Li, Carmen Kar Man Fung, Rosa H. M. Chan, Mingjun Zhang, Tzyh Jong Tarn
Nano-assembly of DNA based electronic devices using atomic force microscopy. IROS (2004)