A bayesian framework for learning rule sets for interpretable classification

T Wang, C Rudin, F Doshi-Velez, Y Liu… - Journal of Machine …, 2017 - jmlr.org
We present a machine learning algorithm for building classifiers that are comprised of a
small number of short rules. These are restricted disjunctive normal form models. An …

BDCaM: Big data for context-aware monitoring—A personalized knowledge discovery framework for assisted healthcare

ARM Forkan, I Khalil, A Ibaida… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Context-aware monitoring is an emerging technology that provides real-time personalised
health-care services and a rich area of big data application. In this paper, we propose a …

Using market basket analysis in management research

H Aguinis, LE Forcum, H Joo - Journal of Management, 2013 - journals.sagepub.com
Market basket analysis (MBA), also known as association rule mining or affinity analysis, is a
data-mining technique that originated in the field of marketing and more recently has been …

Defect risk assessment using a hybrid machine learning method

CL Fan - Journal of Construction Engineering and Management, 2020 - ascelibrary.org
Defects pose considerable risks to construction projects in terms of both cost and quality,
and identifying defects thus is crucial to effective construction quality management. In this …

A Hybrid Real-time remote monitoring framework with NB-WOA algorithm for patients with chronic diseases

MK Hassan, AI El Desouky, SM Elghamrawy… - Future Generation …, 2019 - Elsevier
The embracing of the Internet of Things (IoT) and Cloud Computing technologies gives
excellent opportunities to develop smart healthcare services that have great prediction …

A survey of context-aware mobile recommendations

Q Liu, H Ma, E Chen, H **ong - International Journal of Information …, 2013 - World Scientific
Mobile recommender systems target on recommending the right product or information to
the right mobile users at anytime and anywhere. It is well known that the contextual …

CARED-SOA: A context-aware event-driven service-oriented Architecture

AG De Prado, G Ortiz, J Boubeta-Puig - IEEE Access, 2017 - ieeexplore.ieee.org
Currently, context awareness has become essential in software applications and services
owing to the high demand by users, especially for mobile computing applications. This need …

A probabilistic ontology-based platform for self-learning context-aware healthcare applications

F Ongenae, M Claeys, T Dupont, W Kerckhove… - Expert Systems with …, 2013 - Elsevier
Context-aware platforms consist of dynamic algorithms that take the context information into
account to adapt the behavior of the applications. The relevant context information is …

The MASSIF platform: a modular and semantic platform for the development of flexible IoT services

P Bonte, F Ongenae, F De Backere… - … and Information Systems, 2017 - Springer
Abstract In the Internet of Things (IoT), data-producing entities sense their environment and
transmit these observations to a data processing platform for further analysis. Applications …

[HTML][HTML] Unpacking nuance among esports consumers: Market partitions within esports based on social media analytics

B Baker, A Pizzo - International Journal of Esports, 2021 - ijesports.org
Aims: The purpose of this study is to investigate the pattern of consumer relationships
between popular esports titles to understand how the esports market is partitioned in terms …