Stochastic gradient descent optimisation for convolutional neural network for medical image segmentation by Nagendram Sanam, Singh Arunendra, Harish Babu Gade, Joshi Rahul, Pande Sandeep Dwarkanath, Ahammad S. K. Hasane, Dhabliya Dharmesh, Bisht Aadarsh

“…The study develops a novel technique of segmenting medical images merged with CNNs with an architectural comparison that incorporates neural networks of U-net and fully convolutional networks (FCN) schemas with loss functions associated with Jaccard distance and Binary-cross entropy under optimised stochastic gradient descent + Nesterov practices. Digital image over clinical approach significantly built the diagnosis and determination of the best treatment for a patient’s condition. …”
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Harbor Aquaculture Area Extraction Aided with an Integration-Enhanced Gradient Descent Algorithm by Yafeng Zhong, Siyuan Liao, Guo Yu, Dongyang Fu, Haoen Huang

Subjects: “…integration-enhanced gradient descent algorithm…”
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A Modified Stein Variational Inference Algorithm with Bayesian and Gradient Descent Techniques by Limin Zhang, Jing Dong, Junfang Zhang, Junzi Yang

“…This paper introduces a novel variational inference (VI) method with Bayesian and gradient descent techniques. To facilitate the approximation of the posterior distributions for the parameters of the models, the Stein method has been used in Bayesian variational inference algorithms in recent years. …”
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Hybrid fuzzy inference rules of descent method and wavelet function for volatility forecasting by Abdullah H. Alenezy, Mohd Tahir Ismail, Jamil J. Jaber, S. AL Wadi, Rami S. Alkhawaldeh

“…This research employs the gradient descent learning (FIR.DM) approach as a learning process in a nonlinear spectral model of maximum overlapping discrete wavelet transform (MODWT) to improve volatility prediction of daily stock market prices using Saudi Arabia’s stock exchange (Tadawul) data. …”
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aSGD: Stochastic Gradient Descent with Adaptive Batch Size for Every Parameter by Haoze Shi, Naisen Yang, Hong Tang, Xin Yang

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Almost sure convergence of randomised‐difference descent algorithm for stochastic convex optimisation by Xiaoxue Geng, Gao Huang, Wenxiao Zhao

“…Abstract Stochastic gradient descent algorithm is a classical and useful method for stochastic optimisation. …”
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Development of a Controlled Dynamics Simulator for Reusable Launcher Descent and Precise Landing by Alice De Oliveira, Michèle Lavagna

Subjects: “…aerodynamic and powered descent…”
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Image Human Thorax Using Ultrasound Traveltime Tomography with Supervised Descent Method by Tong Zhang, Rui Guo, Haolin Zhang, Hongyu Zhou, Yeyu Cao, Maokun Li, Fan Yang, Shenheng Xu

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SUBGRADIENT MINIMIZATION METHOD WITH DESCENT VECTORS CORRECTION BY MEANS OF TRAINING RELATIONS PAIRS by V. N. Krutikov, Ya. N. Vershinin

“…The paper introduces a conjugate subgradient method whose descent is corrected by a pair of current training relations. …”
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COMPARISON OF PEDIGREE AND SINGLE SEED DESCENT METHOD (SSD) IN EARLY GENERATION OF BARLEY by Alojzije Lalić, Josip Kovačević, Dario Novoselović, Georg Drezner, Darko Babić

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Gradient-descent hardware-aware training and deployment for mixed-signal neuromorphic processors by Ugurcan Cakal, Maryada, Chenxi Wu, Ilkay Ulusoy, Dylan Richard Muir

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Visual Localization of the Tianwen-1 Lander Using Orbital, Descent and Rover Images by Wenhui Wan, Tianyi Yu, Kaichang Di, Jia Wang, Zhaoqin Liu, Lichun Li, Bin Liu, Yexin Wang, Man Peng, Zheng Bo, Lejia Ye, Runzhi Wang, Li Yin, Meiping Yang, Ke Shi, Ximing He, Zuoyu Zhang, Hui Zhang, Hao Lu, Shuo Bao

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ANALYSIS OF THE INFLUENCE OF HELICOPTER DESCENT VELOCITY CHANGES ON THE PHENOMENON OF VORTEX RING STATE by Katarzyna Grzegorczyk

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A Scalable Bayesian Sampling Method Based on Stochastic Gradient Descent Isotropization by Giulio Franzese, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi

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Regulation of Hepatic UGT2B15 by Methylation in Adults of Asian Descent by Steffen G. Oeser, Jon-Paul Bingham, Abby C. Collier

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Characteristics Related to Choice of Obstetrician-Gynecologist among Women of Ethiopian Descent in Israel by Avi Zigdon, Gideon Koren, Liat Korn

“…Previous studies examined characteristics of a woman’s choice of gynecologist, but information regarding reasons for these choices among women of Ethiopian descent is lacking. The objective of this study was to identify characteristics related preference of an obstetrician-gynecologist based on gender among women of Ethiopian descent. …”
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Maximum Descent Angle Design Method for RF segment to ILS Precision Approach by LAI Xin, ZHAO Decun

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400 RECTAL INTUSSUSCEPTION CORRELATES WITH PELVIC FLOOR DESCENT INDEPENDENT OF AGE IN WOMEN by L Neshatian, S Wallace, B Gurland, V Sheth

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K-Value Effect for Detecting Stairs Descent using Combination GLCM and KNN by Ahmad Wali Satria Bahari Johan, Fitri Utaminingrum, Agung Setia Budi

“…Both classes are stairs descent and floor classes. The gray level co-occurrence matrix method is used to extract features. …”
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Modified nonlinear conjugate gradient method with sufficient descent condition for unconstrained optimization by Liu Jinkui, Wang Shaoheng

“…Numerical results show that the modified method is efficient and stationary by comparing with the well-known Polak-Ribi&#233;re-Polyak method, CG-DESCENT method and DSP-CG method using the unconstrained optimization problems from More and Garbow (ACM Trans Math Softw <b>7</b>, 17-41, 1981), so it can be widely used in scientific computation.…”
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