AIMC Topic: Information Technology
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Identification of Insider Trading in the Securities Market Based on Multi-task Deep Neural Network.
Computational intelligence and neuroscience
Apr 22, 2022
Illegal insider trading identification is of great significance to the healthy development of the securities market. However, with the development of information technology, problems such as multidata sources and noise bring challenges to the insider...
A Systematic Review on Healthcare Artificial Intelligent Conversational Agents for Chronic Conditions.
Sensors (Basel, Switzerland)
Mar 29, 2022
This paper reviews different types of conversational agents used in health care for chronic conditions, examining their underlying communication technology, evaluation measures, and AI methods. A systematic search was performed in February 2021 on Pu...
Research on Human Behavior Modeling of Sports Culture Communication in Industrial 4.0 Intelligent Management.
Computational intelligence and neuroscience
Mar 1, 2022
With the advent of the information age, Internet technology and computer technology are gradually applied in various fields. Human daily life is inseparable from the help of information technology. The progress and development of the times are also c...
Designing a hybrid dimension reduction for improving the performance of Amharic news document classification.
PloS one
May 21, 2021
The volume of Amharic digital documents has grown rapidly in recent years. As a result, automatic document categorization is highly essential. In this paper, we present a novel dimension reduction approach for improving classification accuracy by com...
Performance Assessment of Certain Machine Learning Models for Predicting the Major Depressive Disorder among IT Professionals during Pandemic times.
Computational intelligence and neuroscience
Apr 27, 2021
Major depressive disorder (MDD) is the most common mental disorder in the present day as all individuals' lives, irrespective of being employed or unemployed, is going through the depression phase at least once in their lifetime. In simple terms, it ...
Applying Internet information technology combined with deep learning to tourism collaborative recommendation system.
PloS one
Dec 3, 2020
Recently, more personalized travel methods have emerged in the tourism industry, such as individual travel and self-guided travel. The service models of traditional tourism limit the diversity of service options and cannot fully meet the individual n...
The implications of emerging technology on military human performance research priorities.
Journal of science and medicine in sport
Oct 28, 2020
OBJECTIVES: To demonstrate the need for the military human performance research community to anticipate and evolve with the emergence of new and disruptive battlefield technologies that are changing the fundamental role of the human combatant.
Attitudes Toward Artificial Intelligence Among Radiologists, IT Specialists, and Industry.
Academic radiology
May 13, 2020
OBJECTIVES: We investigated the attitudes of radiologists, information technology (IT) specialists, and industry representatives on artificial intelligence (AI) and its future impact on radiological work.
Machine learning in the clinical microbiology laboratory: has the time come for routine practice?
Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases
Feb 12, 2020
BACKGROUND: Machine learning (ML) allows the analysis of complex and large data sets and has the potential to improve health care. The clinical microbiology laboratory, at the interface of clinical practice and diagnostics, is of special interest for...
Measuring the diffusion of innovations with paragraph vector topic models.
PloS one
Jan 22, 2020
Measuring the diffusion of innovations from textual data sources besides patent data has not been studied extensively. However, early and accurate indicators of innovation and the recognition of trends in innovation are mandatory to successfully prom...
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