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Aadil Gani Ganie , Samad Dadvandipour : From big data to smart data: a sample gradient descent approach for machine learning. J. Big Data 10 (1 ) : 162 (2023 )export record
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Moncef Garouani , Adeel Ahmad , Mourad Bouneffa , Mohamed Hamlich : Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms. J. Big Data 10 (1 ) : 14 (2023 )export record
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Fitsum Gebreegziabher Gebretsadik , Sabuzima Nayak , Ripon Patgiri : eBF: an enhanced Bloom Filter for intrusion detection in IoT. J. Big Data 10 (1 ) : 102 (2023 )share record
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Tijana Geroski , Djordje G. Jakovljevic , Nenad Filipovic : Big Data in multiscale modelling: from medical image processing to personalized models. J. Big Data 10 (1 ) : 72 (2023 )share record
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Avinash L. Golande , T. Pavankumar : Optical electrocardiogram based heart disease prediction using hybrid deep learning. J. Big Data 10 (1 ) : 139 (2023 )export record
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Andreas Gregoriades , Maria Pampaka , Herodotos Herodotou , Evripides Christodoulou : Explaining tourist revisit intention using natural language processing and classification techniques. J. Big Data 10 (1 ) : 60 (2023 )share record
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Marina Gul , M. Abdul Rehman : Big data: an optimized approach for cluster initialization. J. Big Data 10 (1 ) : 120 (2023 )share record
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Yifan Guo , Helen X. Mao , Jijun Yin , Zhi-Hong Mao : Gaussian transformation enhanced semi-supervised learning for sleep stage classification. J. Big Data 10 (1 ) : 79 (2023 )export record
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Nadhir Ben Halima , Ala Saleh Alluhaidan , Mohammad Zunnun Khan , Mohammad Shahid Husain , Mohammad Ayoub Khan : A service-categorized security scheme with physical unclonable functions for internet of vehicles. J. Big Data 10 (1 ) : 178 (2023 )share record
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Belal A. Hamed , Osman Ali Sadek Ibrahim , Tarek Abd-El-Hafeez : Optimizing classification efficiency with machine learning techniques for pattern matching. J. Big Data 10 (1 ) : 124 (2023 )export record
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John T. Hancock , Richard A. Bauder , Huanjing Wang , Taghi M. Khoshgoftaar : Explainable machine learning models for Medicare fraud detection. J. Big Data 10 (1 ) : 154 (2023 )share record
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John T. Hancock , Taghi M. Khoshgoftaar , Justin M. Johnson : Evaluating classifier performance with highly imbalanced Big Data. J. Big Data 10 (1 ) : 42 (2023 )share record
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Mahdi Hashemi : Geographical visualization of tweets, misinformation, and extremism during the USA 2020 presidential election using LSTM, NLP, and GIS. J. Big Data 10 (1 ) : 125 (2023 )share record
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Dong-Hyun Heo , Sung Ho Park , Soon Ju Kang : Detecting unregistered users through semi-supervised anomaly detection with similarity datasets. J. Big Data 10 (1 ) : 100 (2023 )export record
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Matevz Hribernik , Saso Tomazic , Anton Umek , Anton Kos : Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database. J. Big Data 10 (1 ) : 68 (2023 )share record
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Gang Hu , Guanglei Sheng , Wang Xiaofeng , Jinlin Jiang : CCNNet: a novel lightweight convolutional neural network and its application in traditional Chinese medicine recognition. J. Big Data 10 (1 ) : 114 (2023 )share record
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Ran Huang : Improved content recommendation algorithm integrating semantic information. J. Big Data 10 (1 ) : 84 (2023 )export record
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Olayemi Joshua Ibidoja , Pei Shan Fam , Jumat Sulaiman , Majid Khan Majahar Ali : Detecting heterogeneity parameters and hybrid models for precision farming. J. Big Data 10 (1 ) : 130 (2023 )export record
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Nilusha Jayawickrama , Enric Perarnau Ollé , Jesse Pirhonen , Risto Ojala , Klaus Kivekas , Jari Vepsäläinen , Kari Tammi : Architecture for determining the cleanliness in shared vehicles using an integrated machine vision and indoor air quality-monitoring system. J. Big Data 10 (1 ) : 13 (2023 )share record
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Rong Jiang , Xue Chen , Yimin Yu , Ying Zhang , Weiping Ding : Risk and UCON-based access control model for healthcare big data. J. Big Data 10 (1 ) : 104 (2023 )export record
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Jiewei Jiang , Wei Liu , Mengjie Pei , Liufei Guo , Jingshi Yang , Chengchao Wu , Jiaojiao Lu , Ruijie Gao , Wei Chen , Jiamin Gong , Mingmin Zhu , Zhongwen Li : Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network. J. Big Data 10 (1 ) : 121 (2023 )export record
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Manuel Jesús Jiménez-Navarro , María Martínez-Ballesteros , Francisco Martínez-Álvarez , Gualberto Asencio-Cortés : A new deep learning architecture with inductive bias balance for transformer oil temperature forecasting. J. Big Data 10 (1 ) : 80 (2023 )share record
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Michael Ayitey Junior , Peter Appiahene , Obed Appiah , Ninfaakanga Christopher Bombie : Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis. J. Big Data 10 (1 ) : 9 (2023 )share record
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Jieun Kang , SuBi Kim , Yong Ik Yoon : Multi combination pattern labeling by using deep learning for chameleon rotary machine environment. J. Big Data 10 (1 ) : 113 (2023 )export record
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Moch Faisal Karim , Reza Rahutomo , Ida Bagus Kerthyayana Manuaba , Kartika Purwandari , Tirta Nugraha Mursitama , Bens Pardamean : Free trade as domestic, economic, and strategic issues: a big data analytics approach. J. Big Data 10 (1 ) : 44 (2023 )share record
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Aleksandar Kartelj , Marko Djukanovic : RILS-ROLS: robust symbolic regression via iterated local search and ordinary least squares. J. Big Data 10 (1 ) : 71 (2023 )share record
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Gagandeep Kaur , Amit Sharma : A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis. J. Big Data 10 (1 ) : 5 (2023 )share record
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Safak Kayikci , Taghi M. Khoshgoftaar : Breast cancer prediction using gated attentive multimodal deep learning. J. Big Data 10 (1 ) : 62 (2023 )share record
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Clifford Kemp , Chad Calvert , Taghi M. Khoshgoftaar , Joffrey L. Leevy : An approach to application-layer DoS detection. J. Big Data 10 (1 ) : 22 (2023 )export record
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Robert K. L. Kennedy , Zahra Salekshahrezaee , Flavio Villanustre , Taghi M. Khoshgoftaar : Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning. J. Big Data 10 (1 ) : 106 (2023 )