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Journal of Intelligent Information Systems
Kluwer Academic Publishers
 
   
 
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  1-10 of 41 reviews Date Reviewed 
  Machine learning in industrial control system (ICS) security: current landscape, opportunities and challenges
Koay A., Ko R., Hettema H., Radke K. Journal of Intelligent Information Systems 601-29, 2023.  Type: Article

Today, machine learning (ML) is applied to threat detection and classification problems in the important field of industrial control. This paper reviews different ML papers that apply supervised learning, unsupervised learning, deep learning, and ...

Mar 18 2024
   Hierarchical reinforcement learning for efficient and effective automated penetration testing of large networks
Ghanem M., Chen T., Nepomuceno E. Journal of Intelligent Information Systems 601-23, 2023.  Type: Article

Cybersecurity practitioners require alternative approaches and tools for combating the emerging security threats worldwide. How effective are current penetration testing (PT) training modules in cybersecurity degree and certification programs for ...

Dec 18 2023
  HIFUN - a high level functional query language for big data analytics
Spyratos N., Sugibuchi T. Journal of Intelligent Information Systems 51(3): 529-555, 2018.  Type: Article

Many big data projects have been developed over the past 15 years, and developments continue today. However, their formalism is different and specific to the implementation. A common formal framework is missing for phrasing analytic qu...

Nov 12 2019
  Multimodal mood classification of Hindi and Western songs
Patra B., Das D., Bandyopadhyay S. Journal of Intelligent Information Systems 51(3): 579-596, 2018.  Type: Article

Undoubtedly, music mood classification is a fascinating area for music researchers, with people beginning to build music libraries based on moods rather than other classifiers such as artist, genre, and so on. Given that the aforesaid ...

Feb 4 2019
   Environmental sound recognition using short-time feature aggregation
Roma G., Herrera P., Nogueira W. Journal of Intelligent Information Systems 51(3): 457-475, 2018.  Type: Article

Enabling the automatic human-level (or better) detection and classification of audio events and sound environments would be a clear plus for artificial intelligence (AI)-based applications such as robotics and social signal processing....

Jan 31 2019
  State-of-art approaches for review spammer detection: a survey
Dewang R., Singh A. Journal of Intelligent Information Systems 50(2): 231-264, 2018.  Type: Article

The constant growth of e-commerce and online markets presents new paradigms for buyer and seller behavior. Most of us searching for goods or services online ask for information sources containing not only a description of the service/p...

Jun 27 2018
  Location detection and disambiguation from Twitter messages
Inkpen D., Liu J., Farzindar A., Kazemi F., Ghazi D. Journal of Intelligent Information Systems 49(2): 237-253, 2017.  Type: Article

Imagine Twitter as a location-based service that helps businesses and other organizations to act according to the location data from Twitter messages. Maybe it sounds strange or impossible, but it is a reality. Detecting locations from...

Jan 8 2018
  Distrust seed set propagation algorithm to detect web spam
Goh K., Patchmuthu R., Singh A. Journal of Intelligent Information Systems 49(2): 213-235, 2017.  Type: Article

The Internet has become an integral part of the infrastructure of modern society. There have been over one billion websites on the web. To locate webpages closely related to one’s interests, people commonly employ handy searc...

Dec 28 2017
  Path-based methods on categorical structures for conceptual representation of Wikipedia articles
Kucharczyk Ł., Szymański J. Journal of Intelligent Information Systems 48(2): 309-327, 2017.  Type: Article

The task of determining whether two documents cover similar topics pops up in many different contexts. This requires solving two different subtasks, namely, extraction of significant and useful characteristics/features from the documen...

Nov 3 2017
  Labeling data and developing supervised framework for Hindi music mood analysis
Patra B., Das D., Bandyopadhyay S. Journal of Intelligent Information Systems 48(3): 633-651, 2017.  Type: Article

The fundamental difference between speech and music is that the content of a speech is essentially a message while musical content is emotion. Consequently, musical mood identification or classification is an important research problem...

Sep 14 2017
 
 
 
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