Search Results - predictive algorithm framework

018 A conceptual framework for predictive algorithm impact studies with focus on shared decision making by Bennett, Carol, Singh, Krishnpriya, Beach, Sarah, Manuel, Douglas G

“… Current predictive algorithm reporting guidelines and frameworks focus on technical performance…”
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A conceptual framework for machine learning algorithm selection for predictive maintenance by Arena, Simone, Florian, Eleonora, Sgarbossa, Fabio, Sølvsberg, Endre, Zennaro, Ilenia

“… Within this context, Predictive Maintenance (PdM) - i.e. a maintenance strategy that predicts failures in advance - based on Machine Learning (ML) - i.e…”
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An Explainable Artificial Intelligence Framework for the Predictive Analysis of Hypo and Hyper Thyroidism Using Machine Learning Algorithms by Hossain, Md. Bipul, Shama, Anika, Adhikary, Apurba, Raha, Avi Deb, Uddin, K. M. Aslam, Hossain, Mohammad Amzad, Islam, Imtia, Murad, Saydul Akbar, Munir, Md. Shirajum, Bairagi, Anupam Kumar

“… In this paper, we use different machine-learning algorithms to predict hypothyroidism and hyperthyroidism…”
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A Framework for Time-Consistent, Risk-Sensitive Model Predictive Control: Theory and Algorithms by Singh, Sumeet, Chow, Yinlam, Majumdar, Anirudha, Pavone, Marco

“…In this paper, we present a framework for risk-sensitive model predictive control (MPC…”
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Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms by Carrasco, Jacinto, López, David, Aguilera-Martos, Ignacio, García-Gil, Diego, Markova, Irina, García-Barzana, Marta, Arias-Rodil, Manuel, Luengo, Julián, Herrera, Francisco

“… Discrepancies in the nature itself of an anomaly lead to multiple paradigms of algorithms design and experimentation…”
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Improved A algorithm and model predictive control- based path planning and tracking framework for hexapod robots by Wang, Zelin, Gao, Feng, Zhao, Yue, Yin, Yunpeng, Wang, Liangyu

“… navigation and exploration. The purpose of this paper is to propose a path planning and tracking framework for the autonomous navigation of hexapod…”
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A Predictive Prescription Framework for Stochastic Unit Commitment Using Boosting Ensemble Learning Algorithms by Yurdakul, Ogun, Qiu, Feng, Meyer, Andreas

“… (SO) frameworks adopt a generic representation of uncertainty. While load levels that materialize on a particular day are influenced by various covariates…”
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Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms by Cheng, Jack C.P., Chen, Weiwei, Chen, Keyu, Wang, Qian

“… the lifetime of facilities. Therefore, this study aims to apply a predictive maintenance strategy with advanced technologies to overcome these limitations…”
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Framework of Maximum Power Extraction From Solar PV Panel Using Self Predictive Perturb and Observe Algorithm by Kumar, Nishant, Hussain, Ikhlaq, Singh, Bhim, Panigrahi, Bijaya Ketan

“…This paper deals with a new version of perturb and observe tracking algorithm for maximum power extraction from the solar photovoltaic panel, which has self-predictive and decision taking ability…”
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Evaluation of historic in vivo data to characterise the emetic properties of liquid cleaning products and provide a framework for the development of an in silico predictive algorithm by Andrews, P.L.R., Li, S., Meli, F., Vinson, P., Broening, H.W., Nash, J.F.

“…Accidental ingestion of household cleaning products frequently results in emesis but the physicochemical properties responsible are not known. To investigate…”
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Combining multiple connectomes improves predictive modeling of phenotypic measures by Gao, Siyuan, Greene, Abigail S., Constable, R. Todd, Scheinost, Dustin

“… However, most of the current state-of-the-art algorithms only build predictive models based on a single connectome for each individual…”
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Classification Framework for Hydrological Resources for Sustainable Hydrogen Production with a Predictive Algorithm for Optimization by Álvarez-Manso, Mónica, Búrdalo-Salcedo, Gabriel, Fernández-Raga, María

“… A predictive algorithm was developed and validated to estimate useful versus reject…”
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A Hybrid Model Predictive Control and Genetic Algorithm Framework for Optimized Smart HVAC Management by Welekar, Amit R., Wadaskar, Avantika, Bhattacharya, Abhrendu, Thakare, Amit, Kurmi, Amit, Amnerkar, Manisha

“… The framework helps in keeping energy consumption low and ensures that nobody feels uncomfortable, by applying MPC and GA…”
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Advanced IoT-Integrated Child Safety Framework using Predictive Geo-Behavioral Algorithm and Real-Time Virtual Safety Mesh by Vaishnavi, T, Al-Safarini, Maram Y., Nalini, N, Stalin, T, Laxmi, Dinesh, M.

“… This paper introduces an IoT-driven wearable framework powered by the Enhanced Context-Aware Risk Prediction Algorithm (ECARPA…”
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AI powered blockchain framework for predictive temperature control in smart homes using wireless sensor networks and time shifted analysis by Feng, Cong, Jumaah Al-Nussairi, Ahmed Kateb, Chyad, Mustafa Habeeb, Sawaran Singh, Narinderjit Singh, Yu, Jianyong, Farhadi, Amirfarhad

“…) and time-shifted analysis. The framework integrates machine learning (ML) algorithms for predictive temperature management, blockchain technology for secure data…”
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A Novel Algorithmic Forex Trade and Trend Analysis Framework Based on Deep Predictive Coding Network Optimized with Reptile Search Algorithm by Dash, Swaty, Sahu, Pradip Kumar, Mishra, Debahuti, Mallick, Pradeep Kumar, Sharma, Bha, Zymbler, Mikhail, Kumar, Sachin

“…) based on a meta-heuristic reptile search algorithm (RSA) inspired by the intelligent hunting activities of the crocodiles is exploited to develop this RSA-DPCN predictive model…”
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Simplified algorithm and framework for networked predictive control systems by Zhao Yun-Bo, Kim Jongrae, Liu Guo-Ping

“… This relationship is shown to be effective in simplifying the algorithm as well as the framework of the original networked predictive control system structure, and thus is of importance…”
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Enhanced data-driven shear strength predictive modeling framework for RCDBs using explainable boosting-based ensemble learning algorithms coupled with Bayesian optimization by Abbood, Imad Shakir, Rahman, Noorhazlinda Abd, Abu Bakar, B.H.

“… This research aims to present a novel data-driven predictive framework for the SS of RCDBs using an explainable ML approach and incorporating a large…”
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Online Genetic-Algorithm-based Model Predictive Control Framework for Multi-Zone Buildings by Mtibaa, Fatma, Nguyen, Kim-Khoa, Dermardiros, Vasken, Cheriet, Mohamed

“… This research presents an implementation of a novel online data-driven control framework named model predictive control via genetic algorithm (MPC-GA…”
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A unified framework for the mathematical modelling, predictive analysis, and optimization of reaction systems using computational fluid dynamics, deep neural network and genetic algorithm: A case of butadiene synthesis by Gbadago, Dela Quarme, Moon, Jiyoung, Kim, Minjeong, Hwang, Sungwon

“…•A unified framework that combines CFD simulation, DNN and Genetic Algorithm is proposed…”
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