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Decision Analytics
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  2. In this paper, we introduce models of sequential decision making in consumer lending. From the definition of adverse selection in static lending models, we show that homogenous borrowers take-up offers at diff...

    Authors: Kanshukan Rajaratnam, Peter A. Beling and George A. Overstreet
    Citation: Decision Analytics 2016 3:6
    Content type: Research Published on:

  4. We formalise and present an innovative general approach for developing complex system models from survey data by applying Bayesian Networks. The challenges and approaches to converting survey data into usable ...

    Authors: Subrata Chakraborty, Kerrie Mengersen, Colin Fidge, Lin Ma and David Lassen
    Citation: Decision Analytics 2016 3:4
    Content type: Research Published on:

  5. We discuss a social decision making model in which individuals, represented by nodes, interact with each other through ties in a social network. Each node takes its decisions considering a set of points of vie...

    Authors: Evelina Giacchi, Salvatore Corrente, Alessandro Di Stefano, Salvatore Greco, Aurelio La Corte and Marialisa Scatá
    Citation: Decision Analytics 2016 3:3
    Content type: Research Published on:

  6. In many industrial situations, where systems must be monitored using data recorded throughout a historical period of observation, one cannot fully rely on sensor data, but often only has event data to work with. ...

    Authors: Wolfgang Mergenthaler, Daniel Jaroszewski, Sebastian Feller and Larissa Laumann
    Citation: Decision Analytics 2016 3:2
    Content type: Research Published on:

  7. This paper presents a supervised classification model, where the indicators of correlation between dependent and independent variables within each class are utilized for a transformation of the large-scale in...

    Authors: Mariya Sodenkamp, Ilya Kozlovskiy and Thorsten Staake
    Citation: Decision Analytics 2016 3:1
    Content type: Research Published on:

  8. Analysis of public information from social media could yield interesting results and insights into the world of public opinions about almost any product, service or personality. Social network data is one of t...

    Authors: Syed Akib Anwar Hridoy, M. Tahmid Ekram, Mohammad Samiul Islam, Faysal Ahmed and Rashedur M. Rahman
    Citation: Decision Analytics 2015 2:8
    Content type: Research Published on:

  9. While the Israeli–Palestinian conflict has raged for decades, in all of its ramifications there has never been a totally structured or scientific approach to the conflict with all of its details. The Analytic ...

    Authors: Thomas L. Saaty, Luis G. Vargas and H. J. Zoffer
    Citation: Decision Analytics 2015 2:7
    Content type: Research Published on:

  12. An important strategic decision within the food industry is to achieve the optimal product portfolio allowing an organization to support its customers in the best possible way. Numerous models exist to categor...

    Authors: Sjors Otten, Marco Spruit and Remko Helms
    Citation: Decision Analytics 2015 2:4
    Content type: Research Published on:

  15. There is a perpetual elevation in demand for higher education in the last decade all over the world; therefore, the need for improving the education system is imminent. Educational data mining is a newly-visib...

    Authors: Syed Tanveer Jishan, Raisul Islam Rashu, Naheena Haque and Rashedur M Rahman
    Citation: Decision Analytics 2015 2:1
    Content type: Research Published on:

  16. In many enterprises and other types of organizations, decision making is both a crucial and a challenging task. Despite their importance, many decisions are still made based on experience and intuition rather ...

    Authors: Alireza Pourshahid, Iman Johari, Gregory Richards, Daniel Amyot and Okhaide S Akhigbe
    Citation: Decision Analytics 2014 1:9
    Content type: Research Published on:

  19. Advanced analytical techniques are gaining popularity in addressing complex classification type decision problems in many fields including healthcare and medicine. In this exemplary study, using digitized sign...

    Authors: Nahit Emanet, Halil R Öz, Nazan Bayram and Dursun Delen
    Citation: Decision Analytics 2014 1:6
    Content type: Research Published on:

  20. This systematic review examined the current state of conceptualization and specification of data quality and the role of ontology based approaches to develop data quality based on "fitness for purpose" within ...

    Authors: Alireza Rahimi, Siaw-Teng Liaw, Pradeep Ray, Jane Taggart and Hairong Yu
    Citation: Decision Analytics 2014 1:5
    Content type: Research Published on:

  24. Decision making is a balancing act on a three-legged stool of insight, analysis, and action. If we cannot keep the three legs even, we wobble. And sitting on the stool is not even enough. We have to juggle kno...

    Authors: Madjid Tavana
    Citation: Decision Analytics 2014 1:1
    Content type: Editorial Published on: