Optimized Support Vector Machine Assisted BOTDA for Temperature Extraction With Accuracy Enhancement by Hongna Zhu, Lei Yu, Yufeng Zhang, Le Cheng, Zhenyu Zhu, Jiayin Song, Jinli Zhang, Bin Luo, Kai Yang

“…In addition to the enhanced accuracy with good robustness, the optimized algorithms have faster processing speed than the curve fitting method, over 20-times improvement. …”
Get full text

FADA-SMOTE-Ms: Fuzzy Adaptative Smote-Based Methods by Roudani Mohammed, El Moutaouakil Karim

“…More precisely, this method processes into six steps: (a) clustering minority class into <italic>k</italic> groups (b) selecting a safe region (c) selecting random two minority data, (d) finding the M closest majority data to these minority data using original membership functions based on Fuzzy mean and flirting results, (e) finding the <inline-formula> <tex-math notation="LaTeX">$\alpha $ </tex-math></inline-formula>-SMOTE producing a synthetic data as close as possible to the minority class and as far as possible from the M majority data by solving a very simple multi-objective mathematical optimization model, and (f) using SMOTE to generate synthetic samples using optimal <inline-formula> <tex-math notation="LaTeX">$\alpha $ </tex-math></inline-formula>-SMOTE. …”
Get full text

Evolutionary Search with Multiple Utopian Reference Points in Decomposition-Based Multiobjective Optimization by Wu Lin, Qiuzhen Lin, Zexuan Zhu, Jianqiang Li, Jianyong Chen, Zhong Ming

Get full text

Optimization-Based Downscaling of Satellite-Derived Isotropic Broadband Albedo to High Resolution by Niko Lukač, Domen Mongus, Marko Bizjak

“…In this paper, a novel method for estimating high-resolution isotropic broadband albedo is proposed, by downscaling satellite-derived albedo using an optimization approach. …”
Get full text

Federated and ensemble learning framework with optimized feature selection for heart disease detection by Olfa Hrizi, Karim Gasmi, Abdulrahman Alyami, Adel Alkhalil, Ibrahim Alrashdi, Ali Alqazzaz, Lassaad Ben Ammar, Manel Mrabet, Alameen E.M. Abdalrahman, Samia Yahyaoui

“…We used particle swarm optimization (PSO) for feature selection, which optimized the most relevant features in conjunction with voting and stacking approaches to further increase the model's performance. …”
Get full text

Iterative Linear Quadratic Optimization for Nonlinear Control: Differentiable Programming Algorithmic Templates by Roulet, Vincent, Srinivasa, Siddhartha, Fazel, Maryam, Harchaoui, Zaid

“…Our approach illuminates shared components and differences between gradient descent, Gauss–Newton, Newton, and differential dynamic programming methods in the context of discrete time nonlinear control. …”
Get full text

Prediction of anisotropic property of activated metal inert gas welding by employing different supervised machine learning models by Ruturaj U. Kakade, Nitin Khedkar, Amol Dalavi

Get full text

An Analysis and Optimization of Distortion Effect Caused by Pupil Decentering in Optical Gun Scope by Kaiyu Yang, Ning Jin, Dan Yang, Man Xu, Shulin Dong

“…Based on this evaluation method, three optical design strategies for reducing the distortion were proposed: optimizing ray aberrations, optimizing centroid shift of image spots, and utilizing vignetting effects. …”
Get full text

Optimizing the Genomic Evaluation Model in Crossbred Cattle for Smallholder Production Systems in India by Kashif Dawood Khan, Rani Alex, Ashish Yadav, Varadanayakanahalli N. Sahana, Amritanshu Upadhyay, Rajesh V. Mani, Thankappan Sajeev Kumar, Rajeev Raghavan Pillai, Vikas Vohra, Gopal Ramdasji Gowane

“…This study aimed to optimize genomic evaluation models for crossbred cattle in South India. …”
Get full text

Optimization of Graphene Oxide’s Characteristics with TOPSIS Using an Automated Decision-Making Process by Javanbakht T.

“…The present study focuses on a new application of TOPSIS to predict and optimize graphene oxide’s characteristics. Although this carbon-based material has been investigated previously, its optimization with this method using an automated decision-making process has not been performed yet. …”
Get full text

Optimizing development of anti-TNFα biosimilars based on 10 years’ experience by Cecil Nick

Get full text

OPTIMIZING CARTON PRODUCT DELIVERY BY SOLVING TRAVELLING SALESMAN PROBLEM AT PACKAGING COMPANIES by Fitri Sakinatul Aisyah, Winarno Winarno, Dimas Nurwinata Rinaldi

“…Meanwhile, the NN method results in a mileage difference from the initial route of 115 km (48.94%) and a fuel cost difference of 109,901 IDR (41.27%). …”
Get full text

Coronary Angiography Optimized by Optical Coherence Tomography in Patients with Coronary Artery Disease by Klara Đambić, Zorin Makarović

“…The aims of the study: The aims of this study were to examine whether there is a difference in the clinical findings of the lesion obtained by coronary angiography and OCT and to examine the association of OCT findings in the decision-making on additional optimization of PCI. …”
Get full text

Effect of Planting Dates and Planting Methods on Water Relations of Wheat by Ahmed M. I. Meleha, A. F. Hassan, Maha A. El-Bialy, Mona A. M. El-Mansoury

“…Field experiments were conducted during two consecutive winter seasons of 2017-18 and 2018-19 to study the effect of two planting dates (PD) (20th of November and 20th of December) under four different planting methods (PM) (bed broadcast, flat broadcast, drill at 15 cm, and drill at 25 cm apart rows) on the productivity and water relations of wheat genotype (Egypt 1). …”
Get full text

Selecting a stirrer and optimizing the process of mixing the substrate in the fermenter of biogas unit by A. A. Rubcov, D. A. Nemuschenko

“…As a result of the work carried out, the optimal options for the geometric dimensions of the stirrers were determined (three variants for three-blade stirrers intermittent with a blade angle of 30°, differing in the size of the impeller and rotation speed) and the parameters of the mixing process were calculated. …”
Get full text

Quantum optimization algorithms for CT image segmentation from X-ray data by Kyungtaek Jun, Hyunju Lee

“…However, this paper introduces a new approach using an advanced quantum optimization algorithm called quadratic unconstrained binary optimization (QUBO) for CT image segmentation. …”
Get full text

Simulation and Optimization of Available Local Feed Resources for Dairy Cattle in Burkina Faso by Rayinwendé Irène Sawadogo, Vinsoun Millogo, Mariétou Sissao, Michel Kere, Wendpayanguedé Alain Sawadogo, Modou Séré

Get full text

Economic impact of individualized antimicrobial dose optimization in the critically ill patient in Spain by Santiago Grau, Santiago Grau, Sonia Luque, Olivia Ferrandez, Olivia Ferrandez, Adela Benitez Cano, Darío Rubio-Rodríguez, Carlos Rubio-Terrés

“…ObjectiveTo estimate the economic impact of individualized dose optimization guided by antimicrobial therapeutic drug monitoring (TDM) in Spain, compared to no monitoring.MethodsA cost analysis of antibiotic treatment of critically ill patients, with and without TDM, was performed using a probabilistic Markov model (with second-order Monte Carlo simulations). …”
Get full text

Optimizing extended ablation margins in papillary thyroid carcinoma using digital pathology by Han-xiao Zhao, Han-xiao Zhao, Yun Niu, Zhen-long Zhao, Yu-tong Liu, Ming-an Yu

Get full text

Timing optimization of teriparatide dosing for postmenopausal osteoporosis: a randomized controlled trial by Huan Wang, Liyuan Tao, Dongyang Liu, Xiaoyan Yan, Haiyan Li, Chunli Song

“…Discussion This trial is expected to provide crucial insights into optimizing teriparatide administration timing, potentially guiding personalized dosing strategies to enhance bone formation and reduce fracture risk in osteoporosis. …”
Get full text