Modern society is increasingly moving toward complex and distributed computing systems.
The increase in scale and complexity of these systems challenges O&M teams that perform …

High availability of information technology (IT)-applications and-infrastructure components is
a significant factor for the success of organizations because more and more business …

Background A massive amount of proteomic data is generated on a daily basis, nonetheless
annotating all sequences is costly and often unfeasible. As a countermeasure, machine …

As software systems grow increasingly intricate, Artificial Intelligence for IT Operations
(AIOps) methods have been widely used in software system failure management to ensure …

Online interactive recommender systems strive to promptly suggest users appropriate items
(eg, movies and news articles) according to the current context including both user and item …

Due to technological advances, a massive amount of data is produced daily, presenting
challenges for application areas where data needs to be labelled by a domain specialist or …

Associative classification (AC) has been shown to outperform other methods of single-label
classification for over 20 years. In order to create rules that are both more precise and …

Managing problem tickets is a key issue in any IT service industry. The routing of a problem
ticket to the proper maintenance team is very critical step in any service desk (Helpdesk) …

In large scale and complex IT service environments, a problematic incident is logged as a
ticket and contains the ticket summary (system status and problem description). The system …

High-resolution range profile (HRRP) is increasingly employed in radar target recognition
under intricate ground scenarios. Such scenarios demand recognizing the specific type of a …