Výsledky vyhledávání - algorithm of development of model

Automating Colon Polyp Classification in Digital Pathology by Evaluation of a “Machine Learning as a Service” AI Model: Algorithm Development and Validation Study Autor Beyer, David, Delancey, Evan, McLeod, Logan

“… (ie, pathologists and medical imaging professionals). This study presents an innovative AI model for the classification of colon polyps, developed using AutoML algorithms that are readily available from cloud-based machine learning platforms…”
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Algorithmic Classification of Psychiatric Disorder–Related Spontaneous Communication Using Large Language Model Embeddings: Algorithm Development and Validation Autor Shewcraft, Ryan Allen, Schwarz, John, Micsinai Balan, Mariann

“… The recent rapid advancements in large language models (LLMs) suggest that leveraging them for quantitative analysis of language usage has the potential to become…”
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Structure Optimization of Mixed-Speed Train Traffic for Cyclic Timetable: Model and Algorithm Development Autor Zhang, Jiamin, Zhang, Jiarui

“…), the problem is transformed to alternative graph (AG) and then recast to the mixed-speed train traffic planning (MSTTP) model…”
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The development of an artificial neural network – genetic algorithm model (ANN-GA) for the adsorption and photocatalysis of methylene blue on a novel sulfur–nitrogen co-doped Fe2O3 nanostructure surface Autor Mohammadzadeh Kakhki, Roya, Mohammadpoor, Mojtaba, Faridi, Reza, Bahadori, Mehdi

“…) model was proposed for predicting the efficiency of the dye removal. The network was trained using the obtained experimental data…”
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Extracting Knowledge From Scientific Texts on Patient-Derived Cancer Models Using Large Language Models: Algorithm Development and Validation Study Autor Yao, Jiarui, Perova, Zinaida, Mandloi, Tushar, Lewis, Elizabeth, Parkinson, Helen, Savova, Guergana

“…Abstract BackgroundPatient-derived cancer models (PDCMs) have become essential tools in cancer research and preclinical studies…”
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Overlapping community-based fair influence maximization in social networks under open-source development model algorithm Autor Wei, Pengcheng, Yan, Bei, Huang, Sixing, Zhou, ZhiHong

“… With this motivation, this study handles the FIM based on Overlapping Community detection under optimization algorithms…”
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Towards load frequency management in thermal power systems using an improved open-source development model algorithm Autor Khezri, Edris, Rezaeipanah, Amin, Hassanzadeh, Hiwa, Majidpour, Jafar

“… Our approach is based on an improved Open-source Development model algorithm (ODMA). The proposed method, referred to as ODMA-GA, integrates ODMA with a Genetic algorithm (GA…”
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Response to letter to the editor regarding “Development and validation of a predictive model algorithm to identify anaphylaxis in adults with type 2 diabetes in U.S. administrative claims data” Autor Beachler, Daniel C., Taylor, Devon H., Anthony, Mary S., Yin, Ruihua, Li, Ling, Saltus, Catherine W., Li, Lin, Shaunik, Alka, Walsh, Kathleen E., Rothman, Kenneth J., Johannes, Catherine B., Aroda, Vanita R., Carr, Warner, Goldberg, Pinkus, Accardi, Andrew, O'Shura, John Shane, Sharma, Kristen, Juhaeri, Juhaeri, Lanes, Stephan, Wu, Chuntao

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Smart Sampling Algorithm for Surrogate Model Development Autor Garud, Sushant Suhas, Karimi, I.A., Kraft, Markus

“…•Optimal sample placement is formulated as an NLP using surrogate models.•Our technique outperforms uniform, random, and Sobol sampling on 1-variable test problems…”
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New paradigm for watershed model development by coupling machine learning algorithm and mechanistic model Autor Liu, Guowangchen, Chen, Lei, Wang, Wenzhuo, Wang, Shuai, Zhu, Kaihang, Shen, Zhenyao

“…•New paradigm was used for development of watershed model.•Machine learning algorithm and mechanistic model are effectively coupled…”
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Development of machine learning model algorithm for prediction of 5‐year soft tissue myxoid liposarcoma survival Autor Kamalapathy, Pramod N., Ramkumar, Dipak B., Karhade, Aditya V., Kelly, Sean, Raskin, Kevin, Schwab, Joseph, Lozano‐Calderón, Santiago

“… The purpose of this study was to develop a machine‐learning algorithm for the prediction of survival at five years for patients with MLS and externally validate it using our institutional cohort…”
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A hybrid coupled cluster-machine learning algorithm: Development of various regression models and benchmark applications Autor Agarawal, Valay, Roy, Samrendra, Shrawankar, Kapil K, Ghogale, Mayank, Bharathi, S, Yadav, Anchal, Maitra, Rahul

“…The iterative solution of the coupled cluster equations exhibits a synergistic relationship among the various cluster amplitudes. The iteration scheme is…”
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The Layout Optimization of low-impact Development Facilities is Based on a Multi-Objective Genetic Algorithm and the SWMM Model: The Layout Optimization of low-impact Development Facilities is Based on a Multi-Objective Genetic Algorithm and the SWMM Model Autor Wang, Xiaoyue, Sun, Wenzhuo, Lan, Yumeng, Ge, Xiaoyu

“… hydrological models in conjunction with the Non-dominated Sorting Genetic Algorithm II (NSGA-II) to optimize the types and scales of LID facilities…”
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Improving Dynamic Placement of Virtual Machines in Cloud Data Centers Based on Open-Source Development Model Algorithm Autor Li, Na, Liu, XiaoLing, Wang, Yu, Mojarad, Musa

“…Although cloud computing can provide information technology services worldwide, data centers hosting cloud applications consume a lot of energy. At the same…”
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Deep Q learning-based traffic signal control algorithms: Model development and evaluation with field data Autor Wang, Hao, Yuan, Yun, Yang, Xianfeng Terry, Zhao, Tian, Liu, Yang

“… More recently, as an alternative to conventional model-based algorithms, machine learning-based methods have been tested on traffic light timing problems and show promising potentials…”
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A new simulation − optimization framework based on multi-layer Green-Ampt infiltration model and genetic algorithm for developing planning guidelines of low impact development measures at river basin scales Autor Subrahmanian, Sreethu, Sankarbalaji, Arun Rajasekaran, Murty Bhallamudi, S., Narasimhan, Balaji

“…•A new physics-based process modeling of Low Impact Development (LID) measures.•A new simulation–optimization framework for designing LID measures…”
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Development of adaptive neuro fuzzy inference system –Evolutionary algorithms hybrid models (ANFIS-EA) for prediction of optimal groundwater exploitation Autor Ghordoyee Milan, Sami, Roozbahani, Abbas, Arya Azar, Naser, Javadi, Saman

“…•The approach for optimal extracting of groundwater resources is developed.•A novel insight on forecasting OGE is developed by hybridizing ANFIS and EA algorithms…”
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Development of a reliable and flexible supply chain network design model: a genetic algorithm based approach Autor Vishnu, C. R., Das, Sangeeth P., Sridharan, R., Ram Kumar, P. N., Narahari, N. S.

“… Accordingly, the authors propose a multi-objective mathematical model for designing a four-echelon supply chain that optimises cost, reliability, and volume flexibility…”
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Efficiency analysis using the machine learning algorithms: model development and verification Autor Soydaş, Şafak Sönmez, Kalkan, Yusuf, Çam, Alper Veli, Barut, Abdulkadir

“…Recently, machine learning (ML) algorithms have been employed intensively in the field of finance as in all…”
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Genetic algorithm model development for prediction of main products in thermal cracking of naphtha: Comparison with kinetic modeling Autor Keyvanloo, Kamyar, Sedighi, Mehdi, Towfighi, Jafar

“… A novel model for prediction of the main product yields of thermal cracking of naphtha was proposed using genetic algorithms (GAs…”
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