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ACM Transactions on Intelligent Systems and Technology
1-10 of 17 reviews
Cyber security and the role of intelligent systems in addressing its challenges
Harel Y., Ben-Gal I., Elovici Y. ACM Transactions on Intelligent Systems and Technology 8(4): 1-12, 2017. Type: Article
Individuals, organizations, and societies have come to rely more and more on computational infrastructure, ranging from our personal computing devices to cloud computing and the Internet of Things (IoT)....
Nov 8 2017
Unveiling correlations via mining human-thing interactions in the Web of Things
Yao L., Sheng Q., Ngu A., Li X., Benattalah B. ACM Transactions on Intelligent Systems and Technology 8(5): 1-25, 2017. Type: Article
Today we find ourselves in a situation where there is an overabundance of data in information networks. This being the case, there is an overwhelming need to identify pieces of data that could be critical in decision making. Time and time again, g...
Sep 11 2017
Daehr: a discriminant analysis framework for electronic health record data and an application to early detection of mental health disorders
Xiong H., Zhang J., Huang Y., Leach K., Barnes L. ACM Transactions on Intelligent Systems and Technology 8(3): 1-21, 2017. Type: Article
Xiong et al. present an extension of the linear discriminant analysis (LDA) framework using electronic health record (EHR) data for early disease detection, called Daehr. Two important challenges exist in the conventional LDA model: (a) “it ...
Jun 1 2017
Multiagent resource allocation for dynamic task arrivals with preemption
Doucette J., Pinhey G., Cohen R. ACM Transactions on Intelligent Systems and Technology 8(1): 1-27, 2016. Type: Article
The authors describe a new approach to multiagent resource allocation problems. A typical problem would be the allocation of resources in an emergency room situation as new cases arrive continually. The model consists of four components: tasks, ta...
Sep 15 2016
S-SMART: a unified Bayesian framework for simultaneous semantic mapping, activity recognition, and tracking
Hardegger M., Roggen D., Calatroni A., Tröster G. ACM Transactions on Intelligent Systems and Technology 7(3): 1-28, 2016. Type: Article
Tracking activity via body-attached sensors is aimed at helping people who suffer from neurodegenerative diseases including Alzheimer’s disease and dementia, or those with some ongoing neurologic-related symptoms like memory loss, limited mo...
Jul 25 2016
A crowd-powered system for fashion similarity search
Semertzidis T., Novak J., Lazaridis M., Melenhorst M., Micheel I., Michalopoulos D., Böckle M., Strintzis M., Daras P. ACM Transactions on Intelligent Systems and Technology 7(4): 1-24, 2016. Type: Article
Analyzing fashion images and trends in online social networks offers a wide range of commercial opportunities, most of which are still completely unexplored. However, despite the enthusiastic approach typical of social network analysis, the fashio...
Jun 7 2016
Participatory cultural mapping based on collective behavior data in location-based social networks
Yang D., Zhang D., Qu B. ACM Transactions on Intelligent Systems and Technology 7(3): 1-23, 2016. Type: Article
Cultural mapping provides a simple and direct visual tool to identify and analyze different aspects of culture from a local perspective. By adopting traditional methods (for example, a large-scale survey), building cultural maps is an expensive pr...
May 11 2016
An event-driven QoI-aware participatory sensing framework with energy and budget constraints
Zhang B., Song Z., Liu C., Ma J., Wang W. ACM Transactions on Intelligent Systems and Technology 6(3): 1-19, 2015. Type: Article
Participatory sensing is a cost-effective and efficient way to monitor distributed events-based processes, for example, mobile phone usage monitoring. In such processes, two levels of detection or measurement are required: detect an event through ...
Apr 8 2016
Simplifying data disclosure configurations in a cloud computing environment
Hirschprung R., Toch E., Maimon O. ACM Transactions on Intelligent Systems and Technology 6(3): 1-26, 2015. Type: Article
The complexity involved in migrating data between systems in a cloud computing environment is much higher than that in local networks. This complexity creates unprecedented research opportunities for people working in this area. This paper deals w...
Jul 20 2015
Who will retweet this? Detecting strangers from Twitter to retweet information
Lee K., Mahmud J., Chen J., Zhou M., Nichols J. ACM Transactions on Intelligent Systems and Technology 6(3): 1-25, 2015. Type: Article
The authors of this paper are from Google, IBM Research, and Utah State University. These are smart folks, and the study shows it....
Jul 8 2015
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