Results 1 to 10 of about 461,060 (258)
IEEE Access, 2021 Faults are inevitable in building energy systems, such as heating, ventilation, air conditioning and refrigeration systems. With the increasing utilization of these systems, their fault detection and diagnosis has become more significant for maintaining ...
Guannan Li +4 more
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NeoGuider: neoepitope prediction using advanced feature engineering [PDF]
Genome MedicineThe design of neoepitope-based cancer immunotherapy requires predicting the immunogenicity of each patient-specific neoepitope candidate. We designed NeoGuider, a machine-learning model to address nonlinearity and class imbalance in such prediction ...
Xiaofei Zhao +3 more
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Feature engineering of environmental covariates improves plant genomic-enabled prediction
Frontiers in Plant ScienceIntroductionBecause Genomic selection (GS) is a predictive methodology, it needs to guarantee high-prediction accuracies for practical implementations.
Osval A. Montesinos-López +14 more
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A Feature Engineering Method for Smartphone-Based Fall Detection [PDF]
SensorsA fall is defined as an event in which a person inadvertently comes to rest on the ground, floor, or another lower level. It is the second leading cause of unintentional death worldwide, with the elderly population (aged 65 and above) at the highest risk.
Pengyu Guo, Masaya Nakayama
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Feature Engineering with Regularity Structures [PDF]
Journal of Scientific Computing, 2021 AbstractWe investigate the use of models from the theory of regularity structures as features in machine learning tasks. A model is a polynomial function of a space–time signal designed to well-approximate solutions to partial differential equations (PDEs), even in low regularity regimes.
Chevyrev, Ilya +2 more
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Feature engineering methodology for congestion forecasting
Journal of Traffic and Transportation Engineering (English ed. Online), 2022 Short-term traffic forecasting is a key element in proactive traffic management, e.g., mitigating the negative effect of impending congestion through appropriate capacity allocation at signalized intersections.
Ayelet Gal-Tzur +2 more
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MalFe—Malware Feature Engineering Generation Platform
Computers, 2023 The growing sophistication of malware has resulted in diverse challenges, especially among security researchers who are expected to develop mechanisms to thwart these malicious attacks. While security researchers have turned to machine learning to combat
Avinash Singh +2 more
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A low sidelobe 77 GHz centre‐fed microstrip patch array antenna
IET Microwaves, Antennas & Propagation, 2023 A low sidelobe 77 GHz centre‐fed microstrip patch array antenna is proposed for automotive radar application. The proposed antenna comprises eight linear antenna arrays, each of which is centre‐fed by a coplanar waveguide with ground transmission line at
Qian Chen +7 more
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Feature Engineering in Persian Dependency Parser [PDF]
Journal of Artificial Intelligence and Data Mining, 2019 Dependency parser is one of the most important fundamental tools in the natural language processing, which extracts structure of sentences and determines the relations between words based on the dependency grammar.
S. Lazemi, H. Ebrahimpour-komleh
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VEST: automatic feature engineering for forecasting [PDF]
Machine Learning, 2021 25 pages, R code ...
Vítor Cerqueira +2 more
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