17 papers · ranked by Valyu relevance
Iqbal H. Sarker
Artificial intelligence (AI) is a leading technology of the current age of the Fourth Industrial Revolution (Industry 4.0 or 4IR), with the capability of incorporating human behavior and intelligence into machines or systems. Thus, AI-based modeling is the key to build automated, intelligent, and smart systems…
Xiaocong Sun
In order to improve education and teaching methods and meet the “heart” needs of college students in the era of big data, this paper analyzes the application of data mining technology in college mental health education, and introduces database technology and decision tree algorithm to support college mental health…
Yazhou Sun, Xueqing Tan
Under the advance of computational intelligence, customer relationship management system based on data mining technology can not only bring more economic benefits to an enterprise but also improve the management and decision-making level of Chinese enterprises. In this paper, the application of data mining technology…
Yi Deng, Chengyue Xing, Ling Cai
At present, data mining technology is continuously researched in science and application. With the rapid development of remote sensing satellite industry, especially the launch of remote sensing satellites with high-resolution sensors, the amount of information obtained from remote sensing images has increased…
Amjad Zia, Muzzamil Aziz, Ioana Popa, Sabih Ahmed Khan + 3 more
'Amirreza Fazely Hamedani' 'Abdul R. Asif' 'Yu-Feng Hu'] Understanding published unstructured textual data using traditional text mining approaches and tools is becoming a challenging issue due to the rapid increase in electronic open-source publications. The application of data mining techniques in the medical…
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh, Przemysław Juszczuk + 1 more
'Przemysław Juszczuk' 'Jan Kozak'] In this paper, we deal with distributed data represented either as a finite set $T$ of decision tables with equal sets of attributes or a finite set $I$ of information systems with equal sets of attributes. In the former case, we discuss a way to the study decision trees common to all…
Nina Dai
This paper addresses data mining and neural network model construction and analysis to design a data interaction process model based on data mining and topology visualization. This paper performs preprocessing data operations such as data filtering and cleaning of the collected data. A typical multichannel…
Nadella Sunil, G Narsimha
The emergence of digital information has raised many issues over the release of sensitive personal information in data mining activities due to the rapid expansion of the digital information. Privacy-Preserving Data Mining (PPDM) has the goal of allowing a significant analysis of data, as well as safeguarding…
Jinfeng Cheng
We provide a brief overview of the connotation and characteristics of data mining technology in the era of big data, analyze the feasibility of data mining technology in business management from the economic and technical perspectives, and propose specific application suggestions according to the content and…
Lindong Zhang, Min Liu
Diabetes mellitus is the second most common disease after cardiovascular diseases and malignant tumors. With the continuous acceleration of people's living standards and life rhythm, the number of diabetic patients is rapidly increasing and showing a trend of youthfulness. A recent study found that 114 million adults…
Guangle Yin, Jing Liu
In dance, we must understand the essential meaning of dance movements from the inside and express them on the basis of dance. Therefore, in the process of developing new dance teaching methods, it is necessary to improve the basic education of dance students, so that they can express the emotions conveyed by dance…
Shohel Sayeed, Abu Fuad Ahmad, Tan Choo Peng
The Internet of Things (IoT) is leading the physical and digital world of technology to converge. Real-time and massive scale connections produce a large amount of versatile data, where Big Data comes into the picture. Big Data refers to large, diverse sets of information with dimensions that go beyond the capabilities…
Jingquan Jin, Xin Lin
Web content mining describes the classification, clustering, and attribute analysis of a large number of text documents and multimedia files on the web. Special tasks include retrieval of data from the Internet search engine tool W; structured processing and analysis of web data. Today's blog analysis has security…
Honglin Xiong, Hongmin Chen, Li Xu, Hong Liu + 3 more
'Qifeng Tang' 'Hsunfang Cho'] Artificial intelligence (AI) based on the perspective of data elements is widely used in the healthcare informatics domain. Large amounts of clinical data from electronic medical records (EMRs), electronic health records (EHRs), and electroencephalography records (EEGs) have been generated…
Wei Zhou, Hongbo Liu, Rui Zhou, Jiafu Li + 1 more
Due to the importance of accurate diagnosis and prompt treatment of this condition, the medical world is searching for a solution for its early detection and efficient treatment. Heart disease is one of the leading causes of death in modern society. With the development of computer science today, this issue can be…
Erna Hikmawati, Nur Ulfa Maulidevi, Kridanto Surendro, Bilal Alatas
Background Decision-making is an important part of most human activities regardless of their daily activities, profession, or political inclination. Some decisions are relatively simple specifically when the consequences are insignificant while others can be very complex and have significant effects. Real-life decision…
Andile Mkhohlakali, Mothwethwi Priscilla Toona, Tumelo Mogashane, Tshilidzi Rampfumedzi + 8 more
The mining sector is undergoing a major transformation, as it moves shifting from traditional, labor-intensive methods to adopting digital technologies within the framework of Industry 4.0. Machine learning (ML), artificial intelligence (AI), and robotics are emerging as key innovative tools to improve safety…