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Discovering High Utility Itemsets At Multiple Abstraction Levels
(2021)
The objective of the high-utility itemset mining task is to figure out the item or the
combination of items which achieve the high profits from the database. The proposed algorithm
named HUIM is considered as a advantageous ...
Applying Pairwise Association Rules For Recommendation
(2021)
Recommendation systems are crucial in suggesting items to users which increase user
experiences. Commonly, recommender systems are based on content-based and collaborative
filtering strategies. However, the two mentioned ...
Minging Of Skyline Patterns By Considering Both Frequent And Utility Constraints
(2021)
Mining frequent itemsets (FIM) are the task to find the itemsets that are frequently occurrence in
a customer transaction database. However, FIM ignores the weight, interestingness or unit profit
of the items. To unveil ...
Cell Segmentation In Microscopy Images For Biomedical Quantitative Analysis
(2021)
In the field of pathology, examination of organs and tissues at the cellular level is an
important recurring task, especially for the research and detection of cancer. Automated
solutions to the cell segmentation problem ...
SMB Services With Open Source And Central Authentication
(2021)
Although the size of the company can be different or the structure of a company, they
usually need a system for the company. The system will be designed for the
management, protection, and improvement company’s asset. ...
Users Tasks Management Based On A Mobile Application
(2021)
In the era of 4.0 technology, the fact that people are becoming busier and the remain of hard
work increases their need of a tool that can help them take note of things they have to do.
Note-taking is useful in helping ...
Mining Class Association Rules On Dataset With Missing Data
(2021)
Many real-world datasets contain missing values, affecting the efficiency of many
classification algorithms. However, this is an unavoidable error due to many reasons such as
network problems, physical devices, etc. Some ...
Developing A Web-Based Module Of Video-Based Course Management
(2021)
With the explosion of technology nowadays, E-learning is increasingly favored by the
flexibility and convenience of time and place. It helps solve many difficult problems when
learners can study anytime, anywhere, in the ...
Deep Learning For Speech Analysis And Evaluation
(2021)
For speech analysis, the process involves learning and recognizing the various features
of an audio clip that can be used to analyze a language. This procedure works by converting
audio files to spectrograms and then ...
Spatio Temporal Background Modeling With Gaussian Mixture Model
(2021)
Background modeling algorithms are very popular in vision-based systems of both
research and casual activities. Their range of applications are wide and have included not only
video inpainting, video privacy protection, ...