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Decision Support (H.4.2...)
Decision support systems using MiniZinc
Wallace M., Springer International Publishing, New York, NY, 2020. 240 pp. Type: Book (978-3-030417-31-4)
MiniZinc is a free, open-source constraint programming and optimization software that allows anyone to develop programs, spanning from simple optimization to complex resource allocation algorithms. The application is available online (...
Jul 21 2021
A unified framework with multi-source data for predicting passenger demands of ride services
Wang Y., Lin X., Wei H., Wo T., Huang Z., Zhang Y., Xu J. ACM Transactions on Knowledge Discovery from Data 13(6): 1-24, 2019. Type: Article
Ride-sharing service customers look for and deserve fair fares. However, with the use of the Internet to access competing fares when booking shared rides, how should ride-sharing providers forecast passenger demands in order to remain ...
Sep 15 2020
Big data and the computable society: algorithms and people in the digital world
Talia D., World Scientific Publishing Europe Ltd, London, UK, 2019. 184 pp. Type: Book (978-1-786347-06-0)
The rapid growth and pervasiveness of the digital revolution means that the relationships between people, the traceability of their actions, and the behavior of individuals and organizations all now exist in some form as “big...
Mar 4 2020
Internet of Things and big data analytics for smart generation
Balas V., Solanki V., Kumar R., Khari M., Springer International Publishing, New York, NY, 2019. 300 pp. Type: Book (978-3-030042-02-8)
This edited collection of papers is about the Internet of Things (IoT) and big data--areas of growing interest and importance for emerging applications in smart cities, intelligent transportation systems (ITSs), healthcare, an...
Nov 21 2019
Large group decision making: creating decision support approaches at scale
Carrascosa I., Springer International Publishing, New York, NY, 2018. 140 pp. Type: Book (978-3-030010-26-3)
Decision making is a daily task with which everyone is familiar. People make decisions all the time, for example, by going to work in the morning, deciding what to eat, and so on. We are constantly faced with situations where we need t...
Oct 16 2019
A survey of methods for explaining black box models
Guidotti R., Monreale A., Ruggieri S., Turini F., Giannotti F., Pedreschi D. ACM Computing Surveys 51(5): 1-42, 2019. Type: Article
Computerized decision support systems have significant social consequences, and yet they are capable of mistakes or bias. Can an autonomous driving system be trusted, for example, when its visual scene recognition was implemented as a ...
Jan 25 2019
Compact flow diagrams for state sequences
Buchin K., Buchin M., Gudmundsson J., Horton M., Sijben S. Journal of Experimental Algorithmics 221-23, 2017. Type: Article
Identifying the right algorithm for a specific problem has been a daunting task lately. This is because different problems present different levels of complexity. It is therefore important to identify the complexity of the problem and ...
May 31 2018
Decision support in tourism based on human-computer cloud
Smirnov A., Ponomarev A., Levashova T., Teslya N. iiWAS 2016 (Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, Singapore, Nov 28-30, 2016) 125-132, 2016. Type: Proceedings
Tourists often encounter situations where they must make mobility decisions without accurate information on risks, political and ground situations, and potentials of target places (points of interest). On the other hand, caterers and p...
May 31 2017
Recommender systems: the textbook
Aggarwal C., Springer International Publishing, New York, NY, 2016. 498 pp. Type: Book (978-3-319296-57-9)
Among other things, automated recommender systems determine which posts from our contacts in a social network we read, suggest which items we could buy from e-commerce sites, bias our perception of the world around us by ranking the ne...
Feb 10 2017
Intelligent decision making in quality management: theory and applications
Kahraman C., Yanik S., Springer International Publishing, New York, NY, 2015. 466 pp. Type: Book (978-3-319244-97-6)
Quality management in industrial production is a key measure of success. Often it decides technical and/or commercial viability. In many cases, a large amount of data is collected at every stage of the production process. The editors a...
Oct 13 2016
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