Results 61 to 70 of about 2,755,850 (188)
Research on linear regression algorithm [PDF]
MATEC Web of ConferencesLinear regression is one of the most widely used predictive models in statistics and machine learning. This paper aims to comprehensively discuss the theoretical basis, mathematical principle and application of linear regression algorithm in various ...
Qu Kecheng
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Remote Sensing, 2013 The ultimate goal of this multi-article series is to develop a methodology to generate continuous fields of tree height and biomass. The first paper demonstrated the need for Allometric Scaling and Resource Limitation (ASRL) model optimization and its ...
Ramakrishna R. Nemani +14 more
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Automated deep-learning model optimization framework for microcontrollers
ETRI JournalThis paper introduces a framework for optimizing deep-learning models on microcontrollers (MCUs) that is crucial in today’s expanding embedded device market. We focus on model optimization techniques, particularly pruning and quantization, to enhance the
Seungtae Hong, Gunju Park, Jeong-Si Kim
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A review on molecular simulation application in the field of coal macromolecular structure
Meikuang AnquanConstructing a macromolecular model of coal is essential for conducting in-depth investigations into a myriad of coal-related physical processes and chemical reactions.
Cong YANG +5 more
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Universal Convexification via Risk-Aversion [PDF]
, 2014 We develop a framework for convexifying a fairly general class of optimization problems. Under additional assumptions, we analyze the suboptimality of the solution to the convexified problem relative to the original nonconvex problem and prove additive ...
Dvijotham, Krishnamurthy +2 more
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IEEE Access, 2019 Microbial fuel cells (MFCs) are devices that transform organic matters in wastewater into green energy. Microbial fuel cells systems have strong nonlinearity and high coupling, which involves control science, microbiology, electrochemistry and other ...
Fengying Ma +4 more
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Multistage Portfolio Optimization: A Duality Result in Conic Market Models
, 2016 We prove a general duality result for multi-stage portfolio optimization problems in markets with proportional transaction costs. The financial market is described by Kabanov's model of foreign exchange markets over a finite probability space and finite ...
Bassett, Robert, Le, Khoa
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IEEE AccessThe prediction of loan defaults is crucial for banks and financial institutions due to its impact on earnings, and it also plays a significant role in shaping credit scores.
Eslam Hussein Sayed +4 more
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A Robust and Efficient Method for Effective Facial Keypoint Detection
Applied SciencesFacial keypoint detection technology faces significant challenges under conditions such as occlusion, extreme angles, and other demanding environments.
Yonghui Huang +5 more
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On Insurer Portfolio Optimization. An Underwriting Risk Model [PDF]
Multicriteria portfolio optimization started with the Markowitz mean-variance model (Markowitz 1952, 1959). This model assumes that the goal of an average or standard investor is to maximize the unknown return on investment.
Ciumara, Roxana, Preda, Vasile
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