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Emil Laftchiev
Emil Laftchiev
Senior Machine Learning Scientist, PhD
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Title
Cited by
Cited by
Year
A comparison of machine learning methods for predicting the compressive strength of field-placed concrete
WVSIII Mikaela A. DeRousseau, Emil Laftchiev, Joseph R. Kasprzyk, Balaji ...
Construction and Building Materials 228, 2019
1232019
An IoT system to estimate personal thermal comfort
E Laftchiev, D Nikovski
2016 IEEE 3rd World Forum on Internet of Things (WF-IoT), 672-677, 2016
632016
Vehicle localization using in-vehicle pitch data and dynamical models
EI Laftchiev, CM Lagoa, SN Brennan
IEEE Transactions on Intelligent Transportation Systems 16 (1), 206-220, 2014
462014
Methods and systems for personalized heating, ventilation, and air conditioning
E Laftchiev, A Natarajan
US Patent 10,794,609, 2020
352020
A Transfer Active Learning Framework to Predict Thermal Comfort
EL Annamalai Natarajan
International Journal of Prognostics and Health Management 10 (Sp. Iss. PHM …, 2019
162019
Terrain-based vehicle localization from real-time data using dynamical models
E Laftchiev, C Lagoa, S Brennan
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 3366-3371, 2012
142012
Multi-label prediction in time series data using deep neural networks
W Zhang, DK Jha, E Laftchiev, D Nikovski
arXiv preprint arXiv:2001.10098, 2020
112020
Semi-supervised transfer learning using marginal predictors
AA Deshmukh, E Laftchiev
2018 IEEE Data Science Workshop (DSW), 160-164, 2018
82018
Robust Map Design by Outlier Point Selection for Terrain-Based Vehicle Localization
E Laftchiev, C Lagoa, S Brennan
IEEE Conference on Decision and Control, 2013
82013
Systems and methods for advance anomaly detection in a discrete manufacturing process with a task performed by a human-robot team
E Laftchiev, D Romeres
US Patent 11,442,429, 2022
72022
Finding multidimensional patterns in multidimensional time series
E Laftchiev, Y Liu
KDD workshop on MiLeTS ‘18, London, 2018
62018
Robust data map design using chance constrained optimization
E Laftchiev, C Lagoa, S Brennan
2014 American Control Conference, 4573-4580, 2014
42014
Systems and methods automatic anomaly detection in mixed human-robot manufacturing processes
E Laftchiev, D Romeres
US Patent 11,472,028, 2022
32022
Dynamic Thermal Comfort Optimization for Groups
E Laftchiev, D Romeres, D Nikovski
2021 American Control Conference (ACC), 1456-1463, 2021
22021
Personalizing individual comfort in the group setting
E Laftchiev, D Romeres, D Nikovski
Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 15339 …, 2021
22021
Anomaly Detection in Discrete Manufacturing Systems using Event Relationship Tables.
E Laftchiev, X Sun, HA Dau, D Nikovski
DX, 2018
22018
Robust dynamical model-based data representations and structuring of time series data for in-sequence localization
E Laftchiev
The Pennsylvania State University, 2015
22015
Multi-Attribute Data Dynamics Discontinuity Identification: An Over-Bounding approach using One-Dimensional Probabilistic Constraints
E Laftchiev, C Lagoa, S Brennan
The Pennsylvania State University College of Engineering Research Symposium …, 2014
22014
Robust Map Design for Terrain-Based Vehicle Localization
E Laftchiev, C Lagoa, S Brennan
The Pennsylvania State University College of Engineering Research Symposium …, 2013
22013
Machine learning methods for predicting the field compressive strength of concrete
MA DeRousseau, E Laftchiev, JR Kasprzyk, R Balaji, W Srubar III
12019
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