Shen-Shyang Ho

80 papers A* 8A 2B 11C 5Misc 8Journal 26Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Detecting and explaining structural changes in an evolving graph using a martingale. Pattern Recognit. Shen-Shyang Ho, Tarun Teja Kairamkonda, Izhar Ali
2025	—	`conf`	Dynamic Graph Forecasting for Interacting Moving Objects via Multiplicative Interaction Networks. ICDM (Workshops) Mahender Rao Samperboyina, Shen-Shyang Ho
2025	A*	`conf`	Early Detection and Attribution of Structural Changes in Dynamic Networks. ICDM Izhar Ali, Shen-Shyang Ho
2025	—	`conf`	Quantifying the Risk of Out-of-Gas Conditions in Ethereum Smart Contracts. ICAIC Maryam Massoud Ahmed, Michael Lim, Xiaorui Liu, Shen-Shyang Ho, Nikolay Ivanov
2025	—	`conf`	Split Inference for Precision Agriculture. ICDM (Workshops) Izhar Ali, Nicholas Bovee, Suraj Bitla, Gopi Krishna Patapanchala, Rajeshwari Gangoni, Shen-Shyang Ho
2025	—	`conf`	SplitTracr: A Flexible Performance Evaluation Tool for Cooperative Inference and Split Computing. ICPE (Companion) Nicholas Bovee, Izhar Ali, Suraj Bitla, Gopi Krishna Patapanchala, Shen-Shyang Ho
2024	Misc	`conf`	Change Point Detection in Evolving Graph using Martingale. SAC Shen-Shyang Ho, Tarun Teja Kairamkonda
2024	C	`conf`	Poster: A Hybrid-Cloud Autoencoder Ensemble Method for BotNets Detection on Edge Devices. ICFEC Steven E. Arroyo, Shen-Shyang Ho
2024	C	`conf`	Poster: Computation Offloading for Precision Agriculture using Cooperative Inference. ICFEC Nicholas Bovee, Paolo Rommel Sanchez, Shen-Shyang Ho, Suraj Bitla, Gopi Krishna Patapanchala, Stephen Piccolo
2024	C	`conf`	Poster: SplitTracer: A Cooperative Inference Evaluation Toolkit for Computation Offloading on the Edge. ICFEC Nicholas Bovee, Stephen Piccolo, Suraj Bitla, Gopi Krishna Patapanchala, Shen-Shyang Ho
2024	Misc	`conf`	Rebalancing Shared Mobility Systems by User Incentive Schemes: State-Action Representation Design and Analysis. SAC Matthew Schofield, Ning Wang, Shen-Shyang Ho
2023	Misc	`conf`	Distributed Tracking and Verifying: A Real-Time and High-Accuracy Visual Tracking Edge Computing Framework for Internet of Things. SEC Purva Makarand Mhasakar, Kevin Bhadresh Doshi, Ning Wang, Shen-Shyang Ho, Haibin Ling
2023	Misc	`conf`	Experimental Test-Bed for Computation Offloading for Cooperative Inference on Edge Devices. SEC Nicholas Bovee, Stephen Piccolo, Shen-Shyang Ho, Ning Wang
2023	Misc	`conf`	Personalized Learning with Limited Data on Edge Devices Using Federated Learning and Meta-Learning. SEC Kousalya Soumya Lahari Voleti, Shen-Shyang Ho
2022	J	`jnl`	A Novel Quasi-Newton Method for Composite Convex Minimization. Pattern Recognit. Woon Huei Chai, Shen-Shyang Ho, Hiok Chai Quek
2022	C	`conf`	Autoencoder Ensemble Method for Botnets Detection on IOT Devices. ICMLA Steven E. Arroyo, Shen-Shyang Ho
2022	—	`conf`	Hierarchical Bitmap Indexing for Range Queries on Multidimensional Arrays. DASFAA (1) Lubos Krcál, Shen-Shyang Ho, Jan Holub
2022	J	`jnl`	Representation recovery via L1-norm minimization with corrupted data. Inf. Sci. Woon Huei Chai, Shen-Shyang Ho, Hiok Chai Quek
2021	—	`conf`	Comparison of One-Stage Object Detection Models for Weed Detection in Mulched Onions. IST Paolo Rommel Sanchez, Hong Zhang, Shen-Shyang Ho, Eldon De Padua
2021	B	`conf`	Energy Demand Prediction with Optimized Clustering-Based Federated Learning. GLOBECOM Dylan Perry, Ning Wang, Shen-Shyang Ho
2021	B	`conf`	Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds. ICTAI Hieu D. Nguyen, Mohammed Sarosh Khan, Nicholas Kaegi, Shen-Shyang Ho, Jonathan Moore, Logan Borys, Lucas Lavalva
2021	J	`jnl`	Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds. CoRR Hieu D. Nguyen, Mohammed Sarosh Khan, Nicholas Kaegi, Shen-Shyang Ho, Jonathan Moore, Logan Borys, Lucas Lavalva
2021	—	`conf`	Handling Rebalancing Problem in Shared Mobility Services via Reinforcement Learning-based Incentive Mechanism. ITSC Matthew Schofield, Shen-Shyang Ho, Ning Wang
2021	J	`jnl`	Hierarchical Bitmap Indexing for Range and Membership Queries on Multidimensional Arrays. CoRR Lubos Krcál, Shen-Shyang Ho, Jan Holub
2021	—	`conf`	Optimal N-ary ECOC Matrices for Ensemble Classification. SSCI Hieu D. Nguyen, Lucas J. Lavalva, Shen-Shyang Ho, Mohammed Sarosh Khan, Nicholas Kaegi
2021	J	`jnl`	Optimal N-ary ECOC Matrices for Ensemble Classification. CoRR Hieu D. Nguyen, Lucas J. Lavalva, Shen-Shyang Ho, Mohammed Sarosh Khan, Nicholas Kaegi
2020	B	`conf`	An Error-Correcting Output Code Framework for Lifelong Learning without a Teacher. ICTAI Shen-Shyang Ho, Mathew Marchiano, Scott Zockoll, Hieu D. Nguyen
2020	B	`conf`	Assessing Accident Risk using Ordinal Regression and Multinomial Logistic Regression Data Generation. IJCNN Gulsum Alicioglu, Bo Sun, Shen-Shyang Ho
2019	B	`conf`	A Martingale-Based Approach for Flight Behavior Anomaly Detection. MDM Shen-Shyang Ho, Matthew Schofield, Bo Sun, Jason Snouffer, Jean Kirschner
2019	J	`jnl`	Bayesian-based Anonymization Framework against Background Knowledge Attack in Continuous Data Publishing. Trans. Data Priv. Fatemeh Amiri, Nasser Yazdani, Azadeh Shakery, Shen-Shyang Ho
2019	—	`conf`	Detecting (Unusual) Events in Urban Areas using Bike-Sharing Data. LENS@SIGSPATIAL Alex Lam, Matthew Schofield, Shen-Shyang Ho
2019	J	`jnl`	Improving Bayesian network local structure learning via data-driven symmetry correction methods. Int. J. Approx. Reason. Jianjun Zhao, Shen-Shyang Ho
2019	J	`jnl`	N-ary decomposition for multi-class classification. Mach. Learn. Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Müller
2018	J	`jnl`	ParkLoc: Light-weight Graph-based Vehicular Localization in Parking Garages. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Jim Cherian, Jun Luo, Shen-Shyang Ho
2018	—	`conf`	Visual Analytics for Real-Time Flight Behavior Threat Assessment. IEEE BigData 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
2017	Misc	`conf`	A fast sparse reconstruction approach for high resolution image-based object surface anomaly detection. MVA Woon Huei Chai, Shen-Shyang Ho, Chi-Keong Goh, Liang-Tien Chia, Hiok Chai Quek
2017	J	`jnl`	Structural knowledge transfer for learning Sum-Product Networks. Knowl. Based Syst. Jianjun Zhao, Shen-Shyang Ho
2016	J	`jnl`	An efficient regularized K-nearest neighbor based weighted twin support vector regression. Knowl. Based Syst. Muhammad Tanveer, K. Shubham, Mujahed Aldhaifallah, Shen-Shyang Ho
2016	Misc	`conf`	Exploiting sparsity for image-based object surface anomaly detection. ICASSP Woon Huei Chai, Shen-Shyang Ho, Chi-Keong Goh
2016	B	`conf`	Is overfeat useful for image-based surface defect classification tasks? ICIP Pei-Hung Chen, Shen-Shyang Ho
2016	J	`jnl`	Manifold Learning for Multivariate Variable-Length Sequences With an Application to Similarity Search. IEEE Trans. Neural Networks Learn. Syst. Shen-Shyang Ho, Peng Dai, Frank Rudzicz
2016	J	`jnl`	N-ary Error Correcting Coding Scheme. CoRR Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Müller
2016	B	`conf`	ParkGauge: Gauging the Occupancy of Parking Garages with Crowdsensed Parking Characteristics. MDM Jim Cherian, Jun Luo, Hongliang Guo, Shen-Shyang Ho, Richard Wisbrun
2016	J	`jnl`	Robust energy-based least squares twin support vector machines. Appl. Intell. Muhammad Tanveer, Mohammad Asif Khan, Shen-Shyang Ho
2016	A*	`conf`	Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction. AAAI Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Shen-Shyang Ho
2015	—	`conf`	A SciDB-based Framework for Efficient Satellite Data Storage and Query based on Dynamic Atmospheric Event Trajectory. BigSpatial@SIGSPATIAL Lubos Krcál, Shen-Shyang Ho
2015	J	`jnl`	ML-TREE: A Tree-Structure-Based Approach to Multilabel Learning. IEEE Trans. Neural Networks Learn. Syst. Qingyao Wu, Yunming Ye, Haijun Zhang, Tommy W. S. Chow, Shen-Shyang Ho
2015	J	`jnl`	Multi-Label Regularized Generative Model for Semi-Supervised Collective Classification in Large-Scale Networks. Big Data Res. Qingyao Wu, Jian Chen, Shen-Shyang Ho, Xutao Li, Huaqing Min, Chao Han
2015	Misc	`conf`	Poster: ParkGauge: Gauging the Congestion Level of Parking Garages with Crowdsensed Parking Characteristics. SenSys Jim Cherian, Jun Luo, Hongliang Guo, Shen-Shyang Ho, Richard Wisbrun
2015	J	`jnl`	Sequential behavior prediction based on hybrid similarity and cross-user activity transfer. Knowl. Based Syst. Peng Dai, Shen-Shyang Ho, Frank Rudzicz
2015	—	`conf`	Stochastic location optimization in a dynamic environment. SIGSPATIAL/GIS Hongliang Guo, Yubo Dong, Shen-Shyang Ho
2014	A	`conf`	A Generative Model with Network Regularization for Semi-Supervised Collective Classification. SDM Ruichao Shi, Qingyao Wu, Yunming Ye, Shen-Shyang Ho
2014	—	`conf`	A Smartphone User Activity Prediction Framework Utilizing Partial Repetitive and Landmark Behaviors. MDM (1) Peng Dai, Shen-Shyang Ho
2014	J	`jnl`	Collective prediction of protein functions from protein-protein interaction networks. BMC Bioinform. Qingyao Wu, Yunming Ye, Michael K. Ng, Shen-Shyang Ho, Ruichao Shi
2014	J	`jnl`	ForesTexter: An efficient random forest algorithm for imbalanced text categorization. Knowl. Based Syst. Qingyao Wu, Yunming Ye, Haijun Zhang, Michael K. Ng, Shen-Shyang Ho
2014	B	`conf`	Robust prediction in nearly periodic time series using motifs. IJCNN Woon Huei Chai, Hongliang Guo, Shen-Shyang Ho
2014	—	`conf`	Traffic incident validation and correlation using text alerts and images. SIGSPATIAL/GIS Wye Huong Yan, Justin Ong, Shen-Shyang Ho, Jim Cherian
2013	—	`conf`	Cluster tree based multi-label classification for protein function prediction. BIBM Qingyao Wu, Yunming Ye, Xiaofeng Zhang, Shen-Shyang Ho
2013	—	`conf`	Predicting Mobile Call Behavior via Subspace Methods. SBP Peng Dai, Wanqing Yang, Shen-Shyang Ho
2013	J	`jnl`	Preserving Privacy for Interesting Location Pattern Mining from Trajectory Data. Trans. Data Priv. Shen-Shyang Ho, Shuhua Ruan
2012	B	`conf`	An effective vortex detection approach for velocity vector field. ICPR Shen-Shyang Ho
2012	—	`conf`	Mining future spatiotemporal events and their sentiment from online news articles for location-aware recommendation system. MobiGIS Shen-Shyang Ho, Mike Lieberman, Pu Wang, Hanan Samet
2012	—	`conf`	Mining multivariate spatiotemporal patterns from heterogeneous mobility data. SIGSPATIAL/GIS Shen-Shyang Ho
2012	J	`jnl`	On the Detection of Concept Changes in Time-Varying Data Stream by Testing Exchangeability CoRR Shen-Shyang Ho, Harry Wechsler
2012	C	`conf`	Preserving privacy for moving objects data mining. ISI Shen-Shyang Ho
2011	—	`conf`	Differential privacy for location pattern mining. SPRINGL Shen-Shyang Ho, Shuhua Ruan
2011	J	`jnl`	Intelligent Evidence-Based Management for Data Collection and Decision-Making Using Algorithmic Randomness and Active Learning. Intell. Inf. Manag. Harry Wechsler, Shen-Shyang Ho
2010	B	`conf`	A Framework for Moving Sensor Data Query and Retrieval of Dynamic Atmospheric Events. SSDBM Shen-Shyang Ho, Wenqing Tang, W. Timothy Liu, Markus Schneider
2010	J	`jnl`	A Martingale Framework for Detecting Changes in Data Streams by Testing Exchangeability. IEEE Trans. Pattern Anal. Mach. Intell. Shen-Shyang Ho, Harry Wechsler
2010	A*	`conf`	Tropical cyclone event sequence similarity search via dimensionality reduction and metric learning. KDD Shen-Shyang Ho, Wenqing Tang, W. Timothy Liu
2009	—	`conf`	Cyclone tracking using multiple satellite image sources. GIS Anand V. Panangadan, Shen-Shyang Ho, Ashit Talukder
2008	A*	`conf`	Automated cyclone discovery and tracking using knowledge sharing in multiple heterogeneous satellite data. KDD Shen-Shyang Ho, Ashit Talukder
2008	J	`jnl`	Query by Transduction. IEEE Trans. Pattern Anal. Mach. Intell. Shen-Shyang Ho, Harry Wechsler
2007	A*	`conf`	Confident Identification of Relevant Objects Based on Nonlinear Rescaling Method and Transductive Inference. ICDM Shen-Shyang Ho, Roman A. Polyak
2007	A*	`conf`	Detecting Changes in Unlabeled Data Streams Using Martingale. IJCAI Shen-Shyang Ho, Harry Wechsler
2007	J	`jnl`	Support vector machine via nonlinear rescaling method. Optim. Lett. Roman A. Polyak, Shen-Shyang Ho, Igor Griva
2005	A*	`conf`	A martingale framework for concept change detection in time-varying data streams. ICML Shen-Shyang Ho
2005	A*	`conf`	Adaptive Support Vector Machine for Time-Varying Data Streams Using Martingale. IJCAI Shen-Shyang Ho, Harry Wechsler
2005	A	`conf`	On the Detection of Concept Changes in Time-Varying Data Stream by Testing Exchangeability. UAI Shen-Shyang Ho, Harry Wechsler
2003	B	`conf`	Transductive confidence machine for active learning. IJCNN Shen-Shyang Ho, Harry Wechsler