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A subspace recursive and selective feature transformation method for classification tasks

JOURNAL ARTICLE published December 2017 in Big Data Analytics

Research funded by Jiangsu Provincial Science and Technology, China (BK20131182)

Authors: Xuan Zhao | Steven Sheng-Uei Guan

Study on the use of different quality measures within a multi-objective evolutionary algorithm approach for emerging pattern mining in big data environments

JOURNAL ARTICLE published December 2019 in Big Data Analytics

Authors: Ángel Miguel García-Vico | Pedro González | Cristóbal José Carmona | María José del Jesus

Bio-inspired optimization algorithms applied to rectenna design

JOURNAL ARTICLE published December 2018 in Big Data Analytics

Authors: Menglong He | Zhao Wang | Mark Leach | Zhenzhen Jiang | Eng Gee Lim

Recent trends in neuromorphic engineering

JOURNAL ARTICLE published December 2016 in Big Data Analytics

Research funded by Microsoft Chair Professor Grant (MI01158) | Department of Science and Technology, India (RP03051)

Authors: Sumit Soman | Manan Suri

Structure discovery in mixed order hyper networks

JOURNAL ARTICLE published December 2016 in Big Data Analytics

Authors: Kevin Swingler

A hybrid model for short term real-time electricity price forecasting in smart grid

JOURNAL ARTICLE published December 2018 in Big Data Analytics

Authors: Xing Luo | Xu Zhu | Eng Gee Lim

A scalable deep neural network architecture for multi-building and multi-floor indoor localization based on Wi-Fi fingerprinting

JOURNAL ARTICLE published December 2018 in Big Data Analytics

Research funded by Xi’an Jiaotong-Liverpool University (RDF-14-01-25) | Xi’an Jiaotong-Liverpool University (SURF-201739) | Xi’an Jiaotong-Liverpool University (RISGC-2017-4) | National Natural Science Foundation of China (61473236) | Natural science fund for colleges and universities in Jiangsu Province (17KJD520010) | Suzhou Science and Technology Program (Suzhou Science and Technology Program)

Authors: Kyeong Soo Kim | Sanghyuk Lee | Kaizhu Huang

A comprehensive model for management and validation of federal big data analytical systems

JOURNAL ARTICLE published December 2017 in Big Data Analytics

Authors: Feras A. Batarseh | Ruixin Yang | Lin Deng

Random bits regression: a strong general predictor for big data

JOURNAL ARTICLE published December 2016 in Big Data Analytics

Research funded by Fudan University (31330038,B13016)

Authors: Yi Wang | Yi Li | Momiao Xiong | Yin Yao Shugart | Li Jin

Exploring relationships between medical college rankings and performance with big data

JOURNAL ARTICLE published December 2019 in Big Data Analytics

Authors: A. Ravishankar Rao | Daniel Clarke

Failure prediction using personalized models and an application to heart failure prediction

JOURNAL ARTICLE published December 2020 in Big Data Analytics

Research funded by Arizona State University (No Award Number)

Authors: Asim Roy | Charles Bruce | Phillip Schulte | Lyle Olson | Manasa Pola

Leveraging big data in population health management

JOURNAL ARTICLE published December 2016 in Big Data Analytics

Research funded by Medicare Supplement Health Insurance Program (Not applicable)

Authors: Timothy S. Wells | Ronald J. Ozminkowski | Kevin Hawkins | Gandhi R. Bhattarai | Douglas G. Armstrong

Towards quantifying psychiatric diagnosis using machine learning algorithms and big fMRI data

JOURNAL ARTICLE published December 2018 in Big Data Analytics

Authors: Fahad Saeed

Big data for development: applications and techniques

JOURNAL ARTICLE published December 2016 in Big Data Analytics

Authors: Anwaar Ali | Junaid Qadir | Raihan ur Rasool | Arjuna Sathiaseelan | Andrej Zwitter | Jon Crowcroft

foo.castr: visualising the future AI workforce

JOURNAL ARTICLE published December 2018 in Big Data Analytics

Research funded by H2020 Marie Skłodowska-Curie Actions (743623)

Authors: Julio Amador Diaz Lopez | Miguel Molina-Solana | Mark T. Kennedy

“Big Data” in neuroscience: open door to a more comprehensive and translational research

JOURNAL ARTICLE published December 2016 in Big Data Analytics

Research funded by European Commission (BE) (305299)

Authors: Audald Lloret-Villas | Rachel Daudin | Nicolas Le Novère

State-of-the-art on clustering data streams

JOURNAL ARTICLE published December 2016 in Big Data Analytics

Authors: Mohammed Ghesmoune | Mustapha Lebbah | Hanene Azzag

Building a Chinese discourse topic corpus with a micro-topic scheme based on theme-rheme theory

JOURNAL ARTICLE published December 2017 in Big Data Analytics

Research funded by National Natural Science Foundation of China (61331011) | National Natural Science Foundation of China (61673290) | Foundation of Key Laboratory in Science and Technology Development Project of Suzhou (SZS201609)

Authors: Xue-feng Xi | Guodong Zhou

Expressive modeling for trusted big data analytics: techniques and applications in sentiment analysis

JOURNAL ARTICLE published December 2017 in Big Data Analytics

Authors: Erik Tromp | Mykola Pechenizkiy | Mohamed Medhat Gaber

From ancient times to modern: realizing the power of data visualization in healthcare and medicine

JOURNAL ARTICLE published December 2020 in Big Data Analytics

Authors: Mohamed Elgendi | Newton Howard | Amir Hussain | Carlo Menon | Rabab Ward