Search Results - "Machine Learning algorithms"

On hyperparameter optimization of machine learning algorithms: Theory and practice by Yang, Li, Shami, Abdallah

“…Machine learning algorithms have been used widely in various applications and areas…”
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Water quality classification using machine learning algorithms by Nasir, Nida, Kansal, Afreen, Alshaltone, Omar, Barneih, Feras, Sameer, Mustafa, Shanableh, Abdallah, Al-Shamma'a, Ahmed

“…Monitoring water quality is essential for protecting human health and the environment and controlling water quality. Artificial Intelligence (AI) offers…”
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Big data and machine learning algorithms for health-care delivery by Ngiam, Kee Yuan, Khor, Ing Wei

“… and classification, and survival predictions. Another advantage of machine learning algorithms is the ability to analyse diverse data types…”
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Early diagnosis of Parkinson’s disease using machine learning algorithms by Karapinar Senturk, Zehra

“…Parkinson’s disease is caused by the disruption of the brain cells that produce substance to allow brain cells to communicate with each other, called dopamine…”
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Crop Prediction Model Using Machine Learning Algorithms by Elbasi, Ersin, Zaki, Chamseddine, Topcu, Ahmet E., Abdelbaki, Wiem, Zreikat, Aymen I., Cina, Elda, Shdefat, Ahmed, Saker, Louai

“… This research investigates the potential benefits of integrating machine learning algorithms in modern agriculture…”
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Comparing different supervised machine learning algorithms for disease prediction by Uddin, Shahadat, Khan, Arif, Hossain, Md Ekramul, Moni, Mohammad Ali

“…Background Supervised machine learning algorithms have been a dominant method in the data mining field…”
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Robust machine learning algorithms for predicting coastal water quality index by Uddin, Md Galal, Nash, Stephen, Mahammad Diganta, Mir Talas, Rahman, Azizur, Olbert, Agnieszka I.

“…Coastal water quality assessment is an essential task to keep “good water quality” status for living organisms in coastal ecosystems. The Water quality index…”
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Heart disease prediction using machine learning algorithms by Jindal, Harshit, Agrawal, Sarthak, Khera, Rishabh, Jain, Rachna, Nagrath, Preeti

“…Day by day the cases of heart diseases are increasing at a rapid rate and it's very Important and concerning to predict any such diseases beforehand. This…”
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Improving prediction of water quality indices using novel hybrid machine-learning algorithms by Bui, Duie Tien, Khosravi, Khabat, Tiefenbacher, John, Nguyen, Hoang, Kazakis, Nerantzis

“…River water quality assessment is one of the most important tasks to enhance water resources management plans. A water quality index (WQI) considers several…”
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Nowcasting GDP using machine-learning algorithms: A real-time assessment by Richardson, Adam, van Florenstein Mulder, Thomas, Vehbi, Tuğrul

“…Can machine-learning algorithms help central banks understand the current state of the economy…”
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Predicting property prices with machine learning algorithms by Ho, Winky K.O., Tang, Bo-Sin, Wong, Siu Wai

“…This study uses three machine learning algorithms including, support vector machine (SVM), random forest (RF…”
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Clinical applications of machine learning algorithms: beyond the black box by Watson, David S, Krutzinna, Jenny, Bruce, Ian N, Griffiths, Christopher EM, McInnes, Iain B, Barnes, Michael R, Floridi, Luciano

“…To maximise the clinical benefits of machine learning algorithms, we need to rethink our approach to explanation, argue David Watson and colleagues…”
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Machine Learning: Algorithms, Real-World Applications and Research Directions by Sarker, Iqbal H.

“…), particularly, machine learning (ML) is the key. Various types of machine learning algorithms such as supervised, unsupervised, semi-supervised, and reinforcement learning exist in the area…”
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Machine learning algorithms in sepsis by Agnello, Luisa, Vidali, Matteo, Padoan, Andrea, Lucis, Riccardo, Mancini, Alessio, Guerranti, Roberto, Plebani, Mario, Ciaccio, Marcello, Carobene, Anna

“…•Machine learning models are promising for the early diagnosis and prognosis of sepsis.•There is still high heterogeneity among studies.•The appropriate…”
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Data poisoning attacks against machine learning algorithms by Yerlikaya, Fahri Anıl, Bahtiyar, Şerif

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Machine learning algorithms for monitoring pavement performance by Cano-Ortiz, Saúl, Pascual-Muñoz, Pablo, Castro-Fresno, Daniel

“…This work introduces the need to develop competitive, low-cost and applicable technologies to real roads to detect the asphalt condition by means of Machine…”
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Machine learning algorithms for wireless sensor networks: A survey by Praveen Kumar, D., Amgoth, Tarachand, Annavarapu, Chandra Sekhara Rao

“…•The survey of machine learning algorithms for WSNs from the period 2014 to March 2018.•Machine learning (ML…”
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Evapotranspiration evaluation models based on machine learning algorithms—A comparative study by Granata, Francesco

“…•Four variants of each model were applied, varying the machine learning algorithm.•M5P Regression Tree, Bagging, Random Forest and Support Vector Regression were used…”
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Validation of machine learning algorithms by Burzykowski, Tomasz, Geubbelmans, Melvin, Rousseau, Axel-Jan, Valkenborg, Dirk

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Machine learning algorithms to forecast air quality: a survey by Méndez, Manuel, Merayo, Mercedes G., Núñez, Manuel

“…Air pollution is a risk factor for many diseases that can lead to death. Therefore, it is important to develop forecasting mechanisms that can be used by the…”
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