Context-aware rule learning from smartphone data: survey, challenges and future directions

IH Sarker - Journal of Big Data, 2019 - Springer
Smartphones are considered as one of the most essential and highly personal devices of
individuals in our current world. Due to the popularity of context-aware technology and …

The two sides of the theory of rough sets

Y Yao - Knowledge-Based Systems, 2015 - Elsevier
There exist two formulations of the theory of rough sets. A conceptual formulation
emphasizes on the meaning and interpretation of the concepts and notions of the theory …

A sequential three-way decision model with intuitionistic fuzzy numbers

Q Zhang, C Yang, G Wang - IEEE transactions on systems, man …, 2019 - ieeexplore.ieee.org
Three-way decision model (3WDM) with decision-theoretical rough sets (DTRSs) always
addresses precise cost parameters and precise attribute values in uncertain problem …

A dynamic three-way decision model based on the updating of attribute values

Q Zhang, G Lv, Y Chen, G Wang - Knowledge-Based Systems, 2018 - Elsevier
The three-way decision model is a topic of substantial research interest in the field of
artificial intelligence, and many researchers have focused on to its feasibility and rationality …

Recencyminer: mining recency-based personalized behavior from contextual smartphone data

IH Sarker, A Colman, J Han - Journal of Big Data, 2019 - Springer
Due to the advanced features in recent smartphones and context-awareness in mobile
technologies, users' diverse behavioral activities with their phones and associated contexts …

RETRACTED ARTICLE: PredictionMiner: mining the latest individual behavioral rules for personalized contextual pattern predictions

MF Khan, L Lu, H Afzal, JA Nasir - Soft Computing, 2023 - Springer
The user's behavior towards smartphone is not static and changes dynamically as the real
world changes, depending on various contextual patterns. Finding the latest behavioral …

Methods and practices of three-way decisions for complex problem solving

H Yu, G Wang, B Hu, X Jia, H Li, T Li, D Liang… - … 2015, Held as Part of the …, 2015 - Springer
A theory of three-way decisions is formulated based on the notions of three regions and
associated actions for processing the three regions. Three-way decisions play a key role in …

Understanding recency-based behavior model for individual mobile phone users

IH Sarker, MA Kabir, A Colman, J Han - Proceedings of the 2017 ACM …, 2017 - dl.acm.org
Mobile phone log data is not static as it is progressively added to day-by-day according to
individual's behavior. The goal of this position paper is to highlight the issues of traditional …

[PDF][PDF] 第1 章三支决策概述

姚一豫, 于洪, 论语, 先进 - researchgate.net
为了对概率粗糙集和决策粗糙集的三个域提供一个合理的语义解释, 姚一豫提出了三支决策的
概念[1-3]. 进一步研究发现, 三支决策不局限于粗糙集, 而是一种更一般的 …

A Literature Review on Context-Aware Machine Learning and Mobile Data Analytics

I Sarker, A Colman, J Han, P Watters, IH Sarker… - Context-Aware Machine …, 2021 - Springer
This chapter presents a review and discussion of related work from various areas within the
scope of this book, which is based on the elements of the context-aware machine learning …