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PatternIQ Mining (PIQM)

Published by Sahara Digital Publication  •  eISSN: 3006-8894

Current Issue

Volume 1, Issue 2 - 2024

Original Research
Exploiting Graphics Processing Units to Speed Up Subgraph Enumeration for Efficient Graph Pattern Mining GraphDuMato

Authors Details: Mohammed Husainat

Abstract: Subgraph selection involves searching an input graph for subgraphs with a certain attribute. Graph pattern mining (GPM) relies on this technique, despite its computing complexity and rapid growth. Problems with uncoalesced access to memory, separation, and strain unbalance make efficient subgraph id more...

257 197
DOI: 10.70023/piqm24121
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Original Research
Application-Oriented Pattern Analysis Utilizing the SPTA Algorithm for Efficient Targeted Sequential Pattern Mining

Authors Details: Ramya Devi and Ramachandran

Abstract: In the gaming business, esports, also known as competitive gaming, has ushered in a new age that has brought up some innovative issues. One of these challenges is determining the level of player competency based on their plans and talents. Using game traces from Rocket League, a one-of-a-kind " more...

243 250
DOI: 10.70023/piqm24122
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Original Research
RECENT ADVANCES AND APPLICATIONS OF APRIORI ALGORITHM IN EXPLORING INSIGHTS FROM HEALTHCARE DATA PATTERNS

Authors Details: Ali Al-Sarayrah

Abstract: The growing accessibility of extensive healthcare datasets has highlighted the need for solid methods for discovering significant connections and trends that can guide clinical decision-making and management of healthcare practices. The Apriori algorithm, recognized for effectively detecting common more...

158 170
DOI: 10.70023/piqm24123
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Original Research
Optimizing School Management through Genetic Algorithm-Driven Pattern Mining for Educational Process Enhancement

Authors Details: Kavitha and Ashok Kumar

Abstract: Improving school administration procedures is a crucial goal in the constantly changing field of education. Genetic algorithms (GA), influenced by natural selection, repeatedly examine possible solutions, assess their suitability, and progress towards the best patterns. In educational settings, this more...

233 218
DOI: 10.70023/piqm24124
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Original Research
Hadoop-Based Political and Ideological Big Data Platform Architecture and Pattern Mining in Higher Education

Authors Details: Aysar Alrababah

Abstract: There is a growing opportunity for self-improvement within the realm of higher education, represented by the combination of big data technologies and higher education. The Education Big Data Processing Framework (EBDPF) is the name of the platform that is the subject of this article, which focuses o more...

298 243
DOI: 10.70023/piqm24125
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Original Research
Theory of Matrixes for Intuitionistic Fuzzy Hypersoft Sets and their Use in Decision-Making System with Multiple Attributes

Authors Details: Mary Jansi Rani and Periyasamy

Abstract: Through the integration of matrix theory with sets of intuitionistic fuzzy hypersoft variables, the Matrix-based Intuitionistic Fuzzy Hypersoft Decision Framework (MIFHDF) is presented in this research. The MIFHDF is designed to improve decision-making systems that face many qualities. As a result o more...

267 260
DOI: 10.70023/piqm24126
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