2025
Comprehensive Review of Neural Differential Equations for Time Series Analysis.
CoRR, February, 2025

TAOD-Net: Automated detection and analysis of thyroid-associated orbitopathy in facial imagery.
Comput. Ind. Eng., 2025

DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics.
IEEE Trans Autom. Sci. Eng., October, 2024

Multichannel convolution neural network for gas mixture classification.
Ann. Oper. Res., August, 2024

Spatially-correlated time series clustering using location-dependent Dirichlet process mixture model.
Stat. Anal. Data Min., February, 2024

Multi-modal lifelog data fusion for improved human activity recognition: A hybrid approach.
Inf. Fusion, 2024

Invertible Solution of Neural Differential Equations for Analysis of Irregularly-Sampled Time Series.
CoRR, 2024

Domain-knowledge-informed functional outlier detection for line quality control systems.
Comput. Ind. Eng., 2024

Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Improved prediction of shale gas productivity in the Marcellus shale using geostatistically generated well-log data and ensemble machine learning.
Comput. Geosci., December, 2023

Sensor drift compensation for gas mixture classification in batch experiments.
Qual. Reliab. Eng. Int., October, 2023

2021
New Crypto-Secured Lending System with a Two-Way Collateral Function.
Ledger, 2021

Maximum feasibility estimation.
Inf. Sci., 2021

Time Delay Estimation of Traffic Congestion Propagation based on Transfer Entropy.
CoRR, 2021

Multi-channel Convolution Neural Network for Gas Mixture Classification.
Proceedings of the 2021 International Conference on Data Mining, 2021

2019
Characteristics of an Implantable Blood Pressure Sensor Packaged by Ultrafast Laser Microwelding.
Sensors, 2019

Revealing household characteristics using connected home products.
Inf. Sci., 2019

2017
Early detection of vessel delays using combined historical and real-time information.
J. Oper. Res. Soc., 2017

Incorporation of engineering knowledge into the modeling process: a local approach.
Int. J. Prod. Res., 2017

2016
Ordinal Classification of Imbalanced Data with Application in Emergency and Disaster Information Services.
IEEE Intell. Syst., 2016

2008
NAT Issues in the Remote Management of Home Network Devices.
IEEE Netw., 2008

A Reactive Local Positioning System for Ad Hoc Networks.
Proceedings of the IEEE International Conference on Sensor Networks, 2008

2006
A fast eye-movement tracking using cross-division algorithm.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006