Results 121 to 130 of about 326,273 (311)
On robustness properties of convex risk minimization methods for pattern recognition [PDF]
The paper brings together methods from two disciplines: machine learning theory and robust statistics. Robustness properties of machine learning methods based on convex risk minimization are investigated for the problem of pattern recognition ...
Christmann, Andreas, Steinwart, Ingo
core
, 2019 As failure and reliability predictions play a significant role in production systems they have caught the attention of researchers. In this study, Support Vector Regression (SVR), which is known as a powerful neural network method, is developed as a way ...
Babagolzadeh, Mahla +3 more
core +1 more source
Hydrogel Microtube Drug Carrier for Catheter‐Based Intravascular Therapy
Advanced Healthcare Materials, EarlyView.This paper proposes hydrogel microtube carriers composed of barium alginate gel, enabling long‐term vascular retention without interrupting blood flow. Intravascular treatments have long been attracting attention for therapeutic efficacy, yet practical delivery methods remained unestablished.
Shota Sato +8 more
wiley +1 more source
Efficient Support Vector Regression with Reduced Training Data [PDF]
Annals of computer science and information systems, 2019 Ling Cen, Quang Hieu Vu, Dymitr Ruta
doaj +1 more source
Interior Point Methods for Massive Support Vector Machines
, 2000 We investigate the use of interior point methods for solving quadratic programming problems with a small number of linear constraints where the quadratic term consists of a low-rank update to a positive semi-de nite matrix. Several formulations of the
Ferris, Michael, Munson, Todd
core
Advanced Healthcare Materials, EarlyView.Metabolic labeling of nascent proteins in 3D microtissue spheroids provides a powerful analytical approach for large‐scale tissue engineering. Incorporation of non‐canonical amino acids with fluorescent tagging enables spatiotemporal investigation of extracellular matrix deposition and its evolution during multicellular tissue development and fusion ...
Theresa Koenig +3 more
wiley +1 more source
A Pattern Search Method for Model Selection of
, 2002 We develop a fully-automatic pattern search methodology for model selection of support vector machines (SVMs) for regression and ...
Kristin P. Bennett +2 more
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Natural Biomaterials for Osteochondral Repair: From Source to Strategy
Advanced Healthcare Materials, EarlyView.Biological origin‐guided overview of natural biomaterials and therapeutic strategies for osteochondral tissue engineering. The circular diagram categorizes representative materials and strategies into plant/algae‐derived, microbial‐derived, animal‐derived, and human‐derived sources, centered on an osteochondral defect repair model.
Hengyu Liu +5 more
wiley +1 more source
Analysis for fuzzy support vector regression model
, 2010 碩士近年來，學者們利用支援向量機的基本想法於多變量模糊(非)線性迴歸，獲得求解的計算效率。然而求解模糊支援向量迴歸模式仍然複雜，並且當參數皆為模糊數(例如: )時仍無法求解，因此我們採用Carlsson & Fuller (2001) 提出的模糊數可能性平均數當作限制式，建構了更簡易求解的模糊支援向量迴歸模式，依照參數定義為模糊數與否一共有了六種不同的模式。 透過在資料分析的圖中，我們可以發現模式5 求解出的預測結果與原始資料配置的程度相當高，以誤差均方根(Root Mean Square ...
梁耀云; Liang, Yao-yun
core
Advanced Materials, EarlyView.AI‐Assisted Workflow for (Scanning) Transmission Electron Microscopy: From Data Analysis Automation to Materials Knowledge Unveiling. Abstract (Scanning) transmission electron microscopy ((S)TEM) has significantly advanced materials science but faces challenges in correlating precise atomic structure information with the functional properties of ...
Marc Botifoll +19 more
wiley +1 more source