Andreas W. Kempa-Liehr

20 papers C 3Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Detection of abnormal operation in geothermal binary plant feed pumps using time-series analytics.
Expert Syst. Appl.
Paul Michael B. Abrasaldo, Sadiq J. Zarrouk, Alan Mudie, Jonathan Cen, Christine Siega, Andreas W. Kempa-Liehr
2023 C conf
Image Recognition and Threat Detection in Bags Arriving at the Airport.
PSIVT
Ivan Koptev, Cameron G. Walker, Andreas W. Kempa-Liehr
2023 C conf
Spatial Variation Sequences for Remote Sensing Applications with Small Sample Sizes.
PSIVT
Hayden Jeune, Niklas Pechan, Sharn-Konet Reitsma, Andreas W. Kempa-Liehr
2022 J jnl
A Review of Feature Selection Methods for Machine Learning-Based Disease Risk Prediction.
Frontiers Bioinform.
Nicholas Pudjihartono, Tayaza Fadason, Andreas W. Kempa-Liehr, Justin M. O'Sullivan
2021 J jnl
A Proposal for Amending Privacy Regulations to Tackle the Challenges Stemming from Combining Data Sets.
CoRR
Gábor Erdélyi, Olivia Johanna Erdélyi, Andreas W. Kempa-Liehr
2021 — conf
Data Mining on Extremely Long Time-Series.
ICDM (Workshops)
Scott Simmons, Louis Jarvis, David Dempsey, Andreas W. Kempa-Liehr
2021 J jnl
Modelling the projected separation of microlensing events using systematic time-series feature engineering.
Astron. Comput.
Alex Kennedy, Gemma Nash, Nicholas Rattenbury, Andreas W. Kempa-Liehr
2021 — conf
Time Series Ordinal Regression for Supporting the Storage of Temperature Sensitive Medication in Domestic Refrigerators.
ICDM (Workshops)
Ali Hammadeh, Amin Zayani, Andreas W. Kempa-Liehr
2020 — conf
Ankle torque forecasting using time-delayed neural networks.
EMBC
Homayoon Zarshenas, Bryan P. Ruddy, Andreas W. Kempa-Liehr, Thor F. Besier
2020 J jnl
Enriching feature engineering for short text samples by language time series analysis.
EPJ Data Sci.
Yichen Tang, Kelly Blincoe, Andreas W. Kempa-Liehr
2020 J jnl
Healthcare pathway discovery and probabilistic machine learning.
Int. J. Medical Informatics
Andreas W. Kempa-Liehr, Christina Yin-Chieh Lin, Randall Britten, Delwyn Armstrong, Jonathan Wallace, Dylan Mordaunt, Michael O'Sullivan
2020 J jnl
Sensor data quality: a systematic review.
J. Big Data
Hui Yie Teh, Andreas W. Kempa-Liehr, Kevin I-Kai Wang
2019 — conf
Feature Engineering Workflow for Activity Recognition from Synchronized Inertial Measurement Units.
ACPR Workshops
Andreas W. Kempa-Liehr, Jonty Oram, Andrew Wong, Mark Finch, Thor F. Besier
2019 J jnl
Feature engineering workflow for activity recognition from synchronized inertial measurement units.
CoRR
Andreas W. Kempa-Liehr, Jonty Oram, Andrew Wong, Mark Finch, Thor F. Besier
2018 J jnl
Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests (tsfresh - A Python package).
Neurocomputing
Maximilian Christ, Nils Braun, Julius Neuffer, Andreas W. Kempa-Liehr
2017 C conf
On the Implicit Cost Structure of Service Levels from the Perspective of the Service Consumer.
CLOSER
Maximilian Christ, Julius Neuffer, Andreas W. Kempa-Liehr
2016 J jnl
Distributed and parallel time series feature extraction for industrial big data applications.
CoRR
Maximilian Christ, Andreas W. Kempa-Liehr, Michael Feindt
2016 — conf
Integrating Predictive Analytics into Complex Event Processing by Using Conditional Density Estimations.
EDOC Workshops
Maximilian Christ, Julian Krumeich, Andreas W. Kempa-Liehr
2016 — conf
OpenTOSCA for the 4th Industrial Revolution: Automating the Provisioning of Analytics Tools based on Apache Flink.
IOT
Michael Falkenthal, Uwe Breitenbücher, Kálmán Képes, Frank Leymann, Michael Zimmermann, Maximilian Christ, Julius Neuffer, Nils Braun, Andreas W. Kempa-Liehr
2015 J jnl
Performance analysis of concurrent workflows.
J. Big Data
Andreas W. Kempa-Liehr