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Anomaly Detection for IoT Time-Series Data: A Survey

JOURNAL ARTICLE published July 2020 in IEEE Internet of Things Journal

Research funded by ERDF and BEIS (32R16P00706)

Authors: Andrew A. Cook | Goksel Misirli | Zhong Fan

https://doi.org/10.1109/jiot.2019.2958185 Actions

Online Learning Solutions for Freeway Travel Time Prediction

JOURNAL ARTICLE published March 2008 in IEEE Transactions on Intelligent Transportation Systems

Authors: J. W. C. van Lint

https://doi.org/10.1109/tits.2008.915649 Actions

Real-Time Intruder Detection in Surveillance Networks Using Adaptive Kernel Methods

PROCEEDINGS ARTICLE published May 2010 in 2010 IEEE International Conference on Communications

Authors: Tarem Ahmed | Sabrina Ahmed | Supriyo Ahmed | Murtaza Motiwala

https://doi.org/10.1109/icc.2010.5502592 Actions

Time Series Anomaly Detection using Diffusion-based Models

PROCEEDINGS ARTICLE published 4 December 2023 in 2023 IEEE International Conference on Data Mining Workshops (ICDMW)

Authors: Ioana Pintilie | Andrei Manolache | Florin Brad

https://doi.org/10.1109/icdmw60847.2023.00080 Actions

Real-Time Change Point Detection with Application to Smart Home Time Series Data

JOURNAL ARTICLE published 1 May 2019 in IEEE Transactions on Knowledge and Data Engineering

Research funded by National Science Foundation (1543656) | National Institutes of Health (R01EB009675)

Authors: Samaneh Aminikhanghahi | Tinghui Wang | Diane J. Cook

https://doi.org/10.1109/tkde.2018.2850347 Actions

Future of freeway corridor traffic management

PROCEEDINGS ARTICLE published 1980 in 30th IEEE Vehicular Technology Conference

Authors: L.D. Powers | W.M. Dunn

https://doi.org/10.1109/vtc.1980.1622826 Actions

Multi-view Deep Markov Models for Time Series Anomaly Detection

PROCEEDINGS ARTICLE published 15 December 2023 in 2023 IEEE International Conference on Big Data (BigData)

Authors: Phuong Nguyen | Hiep Tran | Tuan M. V. Le

https://doi.org/10.1109/bigdata59044.2023.10386155 Actions

Modeling Time-Varying Variability and Reliability of Freeway Travel Time Using Functional Principal Component Analysis

JOURNAL ARTICLE published January 2021 in IEEE Transactions on Intelligent Transportation Systems

Research funded by Academia Sinica (AS-IA-105-M01) | Ministry of Science and Technology, Taiwan (MOST 107-2118-M-001-001-MY3)

Authors: Jeng-Min Chiou | Han-Tsung Liou | Wan-Hui Chen

https://doi.org/10.1109/tits.2019.2956090 Actions

Prediction of freeway traffic incident delay based on simulation

PROCEEDINGS ARTICLE published September 2012 in 2012 15th International IEEE Conference on Intelligent Transportation Systems

Authors: Hongbin Zhang | Fujian Ni | Shunxin Yang

https://doi.org/10.1109/itsc.2012.6338811 Actions

Flow-Based Freeway Travel-Time Estimation: A Comparative Evaluation Within Dynamic Path Loading

JOURNAL ARTICLE published June 2013 in IEEE Transactions on Intelligent Transportation Systems

Authors: Hilmi Berk Celikoglu

https://doi.org/10.1109/tits.2012.2234455 Actions

Empirical Analysis and Modeling of Freeway Incident Duration

PROCEEDINGS ARTICLE published October 2008 in 2008 11th International IEEE Conference on Intelligent Transportation Systems

Authors: Woon Kim | Suhasini Natarajan | Gang-Len Chang

https://doi.org/10.1109/itsc.2008.4732693 Actions

Modelling freeway networks by hybrid stochastic models

PROCEEDINGS ARTICLE published in IEEE Intelligent Vehicles Symposium, 2004

Authors: R. Boel | L. Mihaylova

https://doi.org/10.1109/ivs.2004.1336378 Actions

A Comparative Analysis of Performances of Econometric, Fuzzy and Time-series Models for the Forecast of Transport Demand

PROCEEDINGS ARTICLE published June 2007 in 2007 IEEE International Fuzzy Systems Conference

Authors: Vassilios A. Profillidis | George N. Botzoris

https://doi.org/10.1109/fuzzy.2007.4295483 Actions

Sleep onset detection based on Time-Varying Autoregressive models with particle filter estimation

PROCEEDINGS ARTICLE published December 2014 in 2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES)

Authors: Ramiro Chaparro-Vargas | P. Chamila Dissayanaka | Thomas Penzel | Beena Ahmed | Dean Cvetkovic

https://doi.org/10.1109/iecbes.2014.7047537 Actions

Development of Freeway Travel Time Forecasting Models by Integrating Different Sources of Traffic Data

JOURNAL ARTICLE published November 2007 in IEEE Transactions on Vehicular Technology

Authors: Chien-Hung Wei | Ying Lee

https://doi.org/10.1109/tvt.2007.901965 Actions

Prediction of Lane Clearance Time of Freeway Incidents Using the M5P Tree Algorithm

JOURNAL ARTICLE published December 2011 in IEEE Transactions on Intelligent Transportation Systems

Authors: Chengjun Zhan | Albert Gan | Mohammed Hadi

https://doi.org/10.1109/tits.2011.2161634 Actions

Frailty Models for the Estimation of Spatiotemporally Maximum Congested Impact Information on Freeway Accidents

JOURNAL ARTICLE published August 2015 in IEEE Transactions on Intelligent Transportation Systems

Research funded by Korea Meteorological Administration Research and Development Program through Grant Weather Information Service Engine (WISE) (KMA-2012-0001)

Authors: Younshik Chung | Wilfred W. Recker

https://doi.org/10.1109/tits.2015.2394798 Actions

Robust Optimization Over Time: Problem Difficulties and Benchmark Problems

JOURNAL ARTICLE published October 2015 in IEEE Transactions on Evolutionary Computation

Research funded by Engineering and Physical Sciences Research Council (EP/K001523/1) | EU FP7 International Research Staff Exchange Scheme (247619) | National Natural Science Foundation of China (61329302,61175065) | Program for New Century Excellent Talents in University (NCET-12-0512) | Science and Technological Fund of Anhui Province for Outstanding Youth (1108085J16)

Authors: Haobo Fu | Bernhard Sendhoff | Ke Tang | Xin Yao

https://doi.org/10.1109/tevc.2014.2377125 Actions

DGA domain detection using pretrained character based transformer models

PROCEEDINGS ARTICLE published 23 June 2023 in 2023 IEEE Guwahati Subsection Conference (GCON)

Authors: Bronjon Gogoi | Tasiruddin Ahmed

https://doi.org/10.1109/gcon58516.2023.10183602 Actions

Freeway Travel-Time Estimation Based on Temporal–Spatial Queueing Model

JOURNAL ARTICLE published September 2013 in IEEE Transactions on Intelligent Transportation Systems

Authors: Li Li | Xiqun Chen | Zhiheng Li | Lei Zhang

https://doi.org/10.1109/tits.2013.2256132 Actions
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