Shen-Shyang Ho

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 35

Top Topics

Error Correcting

Bitmap Indexing

Top Venues

Knowl. Based Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Shen-Shyang Ho, Tarun Teja Kairamkonda
Change Point Detection in Evolving Graph using Martingale. SAC (2024)
Matthew Schofield, Ning Wang, Shen-Shyang Ho
Rebalancing Shared Mobility Systems by User Incentive Schemes: State-Action Representation Design and Analysis. SAC (2024)
Kousalya Soumya Lahari Voleti, Shen-Shyang Ho
Personalized Learning with Limited Data on Edge Devices Using Federated Learning and Meta-Learning. sec (2023)
Purva Makarand Mhasakar, Kevin Bhadresh Doshi, Ning Wang, Shen-Shyang Ho, Haibin Haibin
Distributed Tracking and Verifying: A Real-Time and High-Accuracy Visual Tracking Edge Computing Framework for Internet of Things. sec (2023)
Nicholas Bovee, Stephen Piccolo, Shen-Shyang Ho, Ning Wang
Experimental Test-Bed for Computation Offloading for Cooperative Inference on Edge Devices. sec (2023)
Woon Huei Chai, Shen-Shyang Ho, Hiok Chai Quek
A Novel Quasi-Newton Method for Composite Convex Minimization. Pattern Recognit. 122 (2022)
Woon Huei Chai, Shen-Shyang Ho, Hiok Chai Quek
Representation recovery via L1-norm minimization with corrupted data. Inf. Sci. 595 (2022)
Lubos Krcál, Shen-Shyang Ho, Jan Holub
Hierarchical Bitmap Indexing for Range Queries on Multidimensional Arrays. DASFAA (1) (2022)
Hieu D. Nguyen, Lucas J. Lavalva, Shen-Shyang Ho, Mohammed Sarosh Khan, Nicholas Kaegi
Optimal N-ary ECOC Matrices for Ensemble Classification. SSCI (2021)
Lubos Krcál, Shen-Shyang Ho, Jan Holub
Hierarchical Bitmap Indexing for Range and Membership Queries on Multidimensional Arrays. CoRR (2021)
Hieu D. Nguyen, Lucas J. Lavalva, Shen-Shyang Ho, Mohammed Sarosh Khan, Nicholas Kaegi
Optimal N-ary ECOC Matrices for Ensemble Classification. CoRR (2021)
Hieu D. Nguyen, Mohammed Sarosh Khan, Nicholas Kaegi, Shen-Shyang Ho, Jonathan Moore, Logan Borys, Lucas Lavalva
Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds. CoRR (2021)
Dylan Perry, Ning Wang, Shen-Shyang Ho
Energy Demand Prediction with Optimized Clustering-Based Federated Learning. GLOBECOM (2021)
Matthew Schofield, Shen-Shyang Ho, Ning Wang
Handling Rebalancing Problem in Shared Mobility Services via Reinforcement Learning-based Incentive Mechanism. ITSC (2021)
Paolo Rommel Sanchez, Hong Zhang, Shen-Shyang Ho, Eldon De Padua
Comparison of One-Stage Object Detection Models for Weed Detection in Mulched Onions. IST (2021)
Hieu D. Nguyen, Mohammed Sarosh Khan, Nicholas Kaegi, Shen-Shyang Ho, Jonathan Moore, Logan Borys, Lucas Lavalva
Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds. ICTAI (2021)
Gulsum Alicioglu, Bo Sun, Shen-Shyang Ho
Assessing Accident Risk using Ordinal Regression and Multinomial Logistic Regression Data Generation. IJCNN (2020)
Shen-Shyang Ho, Mathew Marchiano, Scott Zockoll, Hieu D. Nguyen
An Error-Correcting Output Code Framework for Lifelong Learning without a Teacher. ICTAI (2020)
Jianjun Zhao, Shen-Shyang Ho
Improving Bayesian network local structure learning via data-driven symmetry correction methods. Int. J. Approx. Reason. 107 (2019)
Shen-Shyang Ho, Matthew Schofield, Bo Sun, Jason Snouffer, Jean Kirschner
A Martingale-Based Approach for Flight Behavior Anomaly Detection. MDM (2019)
Alex Lam, Matthew Schofield, Shen-Shyang Ho
Detecting (Unusual) Events in Urban Areas using Bike-Sharing Data. LENS@SIGSPATIAL (2019)
Fatemeh Amiri, Nasser Yazdani, Azadeh Shakery, Shen-Shyang Ho
Bayesian-based Anonymization Framework against Background Knowledge Attack in Continuous Data Publishing. Trans. Data Priv. 12 (3) (2019)
Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Müller
N-ary decomposition for multi-class classification. Mach. Learn. 108 (5) (2019)
Jim Cherian, Jun Luo, Shen-Shyang Ho
ParkLoc: Light-weight Graph-based Vehicular Localization in Parking Garages. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Bo Beth Sun, Eric Zielonka, Aleksandr Fritz, Matthew Schofield, Brennan Ringel, Brendan Armstrong, Shen-Shyang Ho, Anthony F. Breitzman, Jason Snouffer, Jean Kirschner, Kimberly Davis
Visual Analytics for Real-Time Flight Behavior Threat Assessment. IEEE BigData (2018)
Jianjun Zhao, Shen-Shyang Ho
Structural knowledge transfer for learning Sum-Product Networks. Knowl. Based Syst. 122 (2017)
Woon Huei Chai, Shen-Shyang Ho, Chi-Keong Goh, Liang-Tien Chia, Hiok Chai Quek
A fast sparse reconstruction approach for high resolution image-based object surface anomaly detection. MVA (2017)
Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Shen-Shyang Ho
Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction. AAAI (2016)
Jim Cherian, Jun Luo, Hongliang Guo, Shen-Shyang Ho, Richard Wisbrun
ParkGauge: Gauging the Occupancy of Parking Garages with Crowdsensed Parking Characteristics. MDM (2016)
Woon Huei Chai, Shen-Shyang Ho, Chi-Keong Goh
Exploiting sparsity for image-based object surface anomaly detection. ICASSP (2016)
Muhammad Tanveer, K. Shubham, Mujahed Aldhaifallah, Shen-Shyang Ho
An efficient regularized K-nearest neighbor based weighted twin support vector regression. Knowl. Based Syst. 94 (2016)
Muhammad Tanveer, Mohammad Asif Khan, Shen-Shyang Ho
Robust energy-based least squares twin support vector machines. Appl. Intell. 45 (1) (2016)
Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Müller
N-ary Error Correcting Coding Scheme. CoRR (2016)
Pei-Hung Chen, Shen-Shyang Ho
Is overfeat useful for image-based surface defect classification tasks? ICIP (2016)
Shen-Shyang Ho, Peng Dai, Frank Rudzicz
Manifold Learning for Multivariate Variable-Length Sequences With an Application to Similarity Search. IEEE Trans. Neural Networks Learn. Syst. 27 (6) (2016)
Hongliang Guo, Yubo Dong, Shen-Shyang Ho
Stochastic location optimization in a dynamic environment. SIGSPATIAL/GIS (2015)
Jim Cherian, Jun Luo, Hongliang Guo, Shen-Shyang Ho, Richard Wisbrun
Poster: ParkGauge: Gauging the Congestion Level of Parking Garages with Crowdsensed Parking Characteristics. SenSys (2015)
Peng Dai, Shen-Shyang Ho, Frank Rudzicz
Sequential behavior prediction based on hybrid similarity and cross-user activity transfer. Knowl. Based Syst. 77 (2015)
Qingyao Wu, Yunming Ye, Haijun Zhang, Tommy W. S. Chow, Shen-Shyang Ho
ML-TREE: A Tree-Structure-Based Approach to Multilabel Learning. IEEE Trans. Neural Networks Learn. Syst. 26 (3) (2015)
Lubos Krcál, Shen-Shyang Ho
A SciDB-based Framework for Efficient Satellite Data Storage and Query based on Dynamic Atmospheric Event Trajectory. BigSpatial@SIGSPATIAL (2015)
Qingyao Wu, Jian Chen, Shen-Shyang Ho, Xutao Li, Huaqing Min, Chao Han
Multi-Label Regularized Generative Model for Semi-Supervised Collective Classification in Large-Scale Networks. Big Data Res. 2 (4) (2015)
Qingyao Wu, Yunming Ye, Haijun Zhang, Michael K. Ng, Shen-Shyang Ho
ForesTexter: An efficient random forest algorithm for imbalanced text categorization. Knowl. Based Syst. 67 (2014)
Peng Dai, Shen-Shyang Ho
A Smartphone User Activity Prediction Framework Utilizing Partial Repetitive and Landmark Behaviors. MDM (1) (2014)
Woon Huei Chai, Hongliang Guo, Shen-Shyang Ho
Robust prediction in nearly periodic time series using motifs. IJCNN (2014)
Ruichao Shi, Qingyao Wu, Yunming Ye, Shen-Shyang Ho
A Generative Model with Network Regularization for Semi-Supervised Collective Classification. SDM (2014)
Qingyao Wu, Yunming Ye, Michael K. Ng, Shen-Shyang Ho, Ruichao Shi
Collective prediction of protein functions from protein-protein interaction networks. BMC Bioinform. 15 (S-2) (2014)
Wye Huong Yan, Justin Ong, Shen-Shyang Ho, Jim Cherian
Traffic incident validation and correlation using text alerts and images. SIGSPATIAL/GIS (2014)
Qingyao Wu, Yunming Ye, Xiaofeng Zhang, Shen-Shyang Ho
Cluster tree based multi-label classification for protein function prediction. BIBM (2013)
Shen-Shyang Ho, Shuhua Ruan
Preserving Privacy for Interesting Location Pattern Mining from Trajectory Data. Trans. Data Priv. 6 (1) (2013)
Peng Dai, Wanqing Yang, Shen-Shyang Ho
Predicting Mobile Call Behavior via Subspace Methods. SBP (2013)
Shen-Shyang Ho, Harry Wechsler
On the Detection of Concept Changes in Time-Varying Data Stream by Testing Exchangeability CoRR (2012)
Shen-Shyang Ho
An effective vortex detection approach for velocity vector field. ICPR (2012)
Shen-Shyang Ho
Preserving privacy for moving objects data mining. ISI (2012)
Shen-Shyang Ho, Mike Lieberman, Pu Wang, Hanan Samet
Mining future spatiotemporal events and their sentiment from online news articles for location-aware recommendation system. MobiGIS (2012)
Shen-Shyang Ho
Mining multivariate spatiotemporal patterns from heterogeneous mobility data. SIGSPATIAL/GIS (2012)
Shen-Shyang Ho, Shuhua Ruan
Differential privacy for location pattern mining. SPRINGL (2011)
Harry Wechsler, Shen-Shyang Ho
Intelligent Evidence-Based Management for Data Collection and Decision-Making Using Algorithmic Randomness and Active Learning. Intell. Inf. Manag. 3 (4) (2011)
Shen-Shyang Ho, Wenqing Tang, W. Timothy Liu
Tropical cyclone event sequence similarity search via dimensionality reduction and metric learning. KDD (2010)
Shen-Shyang Ho, Harry Wechsler
A Martingale Framework for Detecting Changes in Data Streams by Testing Exchangeability. IEEE Trans. Pattern Anal. Mach. Intell. 32 (12) (2010)
Shen-Shyang Ho, Wenqing Tang, W. Timothy Liu, Markus Schneider
A Framework for Moving Sensor Data Query and Retrieval of Dynamic Atmospheric Events. SSDBM (2010)
Anand V. Panangadan, Shen-Shyang Ho, Ashit Talukder
Cyclone tracking using multiple satellite image sources. GIS (2009)
Shen-Shyang Ho, Ashit Talukder
Automated cyclone discovery and tracking using knowledge sharing in multiple heterogeneous satellite data. KDD (2008)
Shen-Shyang Ho, Harry Wechsler
Query by Transduction. IEEE Trans. Pattern Anal. Mach. Intell. 30 (9) (2008)
Roman A. Polyak, Shen-Shyang Ho, Igor Griva
Support vector machine via nonlinear rescaling method. Optim. Lett. 1 (4) (2007)
Shen-Shyang Ho, Roman A. Polyak
Confident Identification of Relevant Objects Based on Nonlinear Rescaling Method and Transductive Inference. ICDM (2007)
Shen-Shyang Ho, Harry Wechsler
Detecting Changes in Unlabeled Data Streams Using Martingale. IJCAI (2007)
Shen-Shyang Ho
A martingale framework for concept change detection in time-varying data streams. ICML (2005)
Shen-Shyang Ho, Harry Wechsler
On the Detection of Concept Changes in Time-Varying Data Stream by Testing Exchangeability. UAI (2005)
Shen-Shyang Ho, Harry Wechsler
Adaptive Support Vector Machine for Time-Varying Data Streams Using Martingale. IJCAI (2005)