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Juxtaposition of System Dynamics and Agent-Based Simulation for a Case Study in Immunosenescence (2015)
Journal Article
Figueredo, G. P., Siebers, P., Aickelin, U., Whitbrook, A., & Garibaldi, J. M. (2015). Juxtaposition of System Dynamics and Agent-Based Simulation for a Case Study in Immunosenescence. PLoS ONE, 10(3), Article e0118359. https://doi.org/10.1371/journal.pone.0118359

Advances in healthcare and in the quality of life significantly increase human life expectancy. With the aging of populations, new un-faced challenges are brought to science. The human body is naturally selected to be well-functioning until the age o... Read More about Juxtaposition of System Dynamics and Agent-Based Simulation for a Case Study in Immunosenescence.

Monads need not be endofunctors (2015)
Journal Article
Altenkirch, T., Chapman, J., & Uustalu, T. (2015). Monads need not be endofunctors. Logical Methods in Computer Science, 11(1), 1-40. https://doi.org/10.2168/LMCS-11%281%3A3%292015

We introduce a generalization of monads, called relative monads, allowing for underlying functors between different categories. Examples include finite-dimensional vector spaces, untyped and typed ?-calculus syntax and indexed containers. We show tha... Read More about Monads need not be endofunctors.

Price and service competition with maintenance service bundling (2015)
Journal Article
Wang, Y., Sun, L., Qu, R., & Li, G. (2015). Price and service competition with maintenance service bundling. Journal of Systems Science and Systems Engineering, 24(2), https://doi.org/10.1007/s11518-015-5267-z

In many equipment manufacturing industries, firms compete with each other not only on products price, but also on maintenance service. More and more traditional products oriented firms are offering their customers products bundled with maintenance se... Read More about Price and service competition with maintenance service bundling.

Indebted households profiling: a knowledge discovery from database approach (2015)
Journal Article
Scarpel, R., Ladas, A., & Aickelin, U. (2015). Indebted households profiling: a knowledge discovery from database approach. Annals of Data Science, 2(1), https://doi.org/10.1007/s40745-015-0031-2

A major challenge in consumer credit risk portfolio management is to classify households according to their risk profile. In order to build such risk profiles it is necessary to employ an approach that analyses data systematically in order to detect... Read More about Indebted households profiling: a knowledge discovery from database approach.

Choice function based hyper-heuristics for multi-objective optimization (2015)
Journal Article
Özcan, E. (2015). Choice function based hyper-heuristics for multi-objective optimization. Applied Soft Computing, 28, https://doi.org/10.1016/j.asoc.2014.12.012

A selection hyper-heuristic is a high level search methodology which operates over a fixed set of low level heuristics. During the iterative search process, a heuristic is selected and applied to a candidate solution in hand, producing a new solution... Read More about Choice function based hyper-heuristics for multi-objective optimization.

Human–agent collaboration for disaster response (2015)
Journal Article
Ramchurn, S. D., Wu, F., Jiang, W., Fischer, J. E., Reece, S., Roberts, S., …Jennings, N. R. (2016). Human–agent collaboration for disaster response. Autonomous Agents and Multi-Agent Systems, 30(1), 82-111. https://doi.org/10.1007/s10458-015-9286-4

In the aftermath of major disasters, first responders are typically overwhelmed with large numbers of, spatially distributed, search and rescue tasks, each with their own requirements. Moreover, responders have to operate in highly uncertain and dyna... Read More about Human–agent collaboration for disaster response.

Research ethics and public trust, preconditions for continued growth of internet mediated research: public confidence in internet mediate research (2015)
Conference Proceeding
Koene, A., Perez, E., Carter, C. J., Statache, R., Adolphs, S., O’Malley, C., …McAuley, D. (2015). Research ethics and public trust, preconditions for continued growth of internet mediated research: public confidence in internet mediate research.

In this paper we argue for the position that responsible safeguards for privacy and ethical treatment of human data are of vital importance to retain the public confidence and trust that is necessary for the development and future success of internet... Read More about Research ethics and public trust, preconditions for continued growth of internet mediated research: public confidence in internet mediate research.

Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database (2015)
Journal Article
Liu, Y., & Aickelin, U. (2015). Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database. https://doi.org/10.5815/ijitcs.2015.03.10

Adverse drug reaction (ADR) is widely concerned for public health issue. ADRs are one of most common causes to withdraw some drugs from market. Prescription event monitoring (PEM) is an important approach to detect the adverse drug reactions. The mai... Read More about Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database.

Using qualitative spatial logic for validating crowd-sourced geospatial data (2015)
Conference Proceeding
Du, H., Nguyen, H. H., Alechina, N., Logan, B., Jackson, M., & Goodwin, J. (2015). Using qualitative spatial logic for validating crowd-sourced geospatial data.

We describe a tool, MatchMaps, that generates sameAs and partOf matches between spatial objects (such as shops, shopping centres, etc.) in crowd-sourced and authoritative geospatial datasets. MatchMaps uses reasoning in qualitative spatial logic, des... Read More about Using qualitative spatial logic for validating crowd-sourced geospatial data.

Root system markup language: Toward a unified root architecture description language (2015)
Journal Article
Meunier, F., Lobet, G., Pound, M. P., Diener, J., Pradal, C., Draye, X., …Schnepf, A. (2015). Root system markup language: Toward a unified root architecture description language. Plant Physiology, 167(3), 617-627. https://doi.org/10.1104/pp.114.253625

© 2015 American Society of Plant Biologists. All rights reserved. The number of image analysis tools supporting the extraction of architectural features of root systems has increased in recent years. These tools offer a handy set of complementary fac... Read More about Root system markup language: Toward a unified root architecture description language.

A hyperheuristic methodology to generate adaptive strategies for games (2015)
Journal Article
Li, J., & Kendall, G. (2017). A hyperheuristic methodology to generate adaptive strategies for games. IEEE Transactions on Computational Intelligence and AI in Games, 9(1), https://doi.org/10.1109/TCIAIG.2015.2394780

Hyperheuristics have been successfully applied in solving a variety of computational search problems. In this study, we investigate a hyper-heuristic methodology to generate adaptive strategies for games. Based on a set of low-level heuristics (or st... Read More about A hyperheuristic methodology to generate adaptive strategies for games.

Heuristic generation via parameter tuning for online bin packing (2015)
Conference Proceeding
Yarimcam, A., Asta, S., Ozcan, E., & Parkes, A. J. (2015). Heuristic generation via parameter tuning for online bin packing. In 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS) (102-108). https://doi.org/10.1109/EALS.2014.7009510

© 2014 IEEE. Online bin packing requires immediate decisions to be made for placing an incoming item one at a time into bins of fixed capacity without causing any overflow. The goal is to maximise the average bin fullness after placement of a long st... Read More about Heuristic generation via parameter tuning for online bin packing.

House rules: the collaborative nature of policy in domestic networks (2015)
Journal Article
Crabtree, A., Rodden, T., Tolmie, P., Mortier, R., Lodge, T., Brundell, P., & Pantidi, N. (2015). House rules: the collaborative nature of policy in domestic networks. Personal and Ubiquitous Computing, 19(1), https://doi.org/10.1007/s00779-014-0771-6

We draw on ethnographic studies to understand the collaborative nature of network policies or rules in domestic settings. We outline the technical nature of network policy in enterprise domains and how this contrasts with the social or collaborative... Read More about House rules: the collaborative nature of policy in domestic networks.

Phenotyping pipeline reveals major seedling root growth QTL in hexaploid wheat (2015)
Journal Article
Atkinson, J. A., Wingen, L. U., Griffiths, M., Pound, M. P., Gaju, O., Foulkes, M. J., …Wells, D. M. (2015). Phenotyping pipeline reveals major seedling root growth QTL in hexaploid wheat. Journal of Experimental Botany, 66(8), 2283-2292. https://doi.org/10.1093/jxb/erv006

Seedling root traits of wheat (Triticum aestivum L.) have been shown to be important for efficient establishment and linked to mature plant traits such as height and yield. A root phenotyping pipeline, consisting of a germination paper-based screen c... Read More about Phenotyping pipeline reveals major seedling root growth QTL in hexaploid wheat.

A greedy heuristic for workforce scheduling and routing with time-dependent activities constraints (2015)
Conference Proceeding
Castillo-Salazar, J. A., Landa-Silva, D., & Qu, R. (2015). A greedy heuristic for workforce scheduling and routing with time-dependent activities constraints.

We present a greedy heuristic (GHI) designed to tackle five time-dependent activities constraints (synchronisation, overlap, minimum difference, maximum difference and minimum-maximum difference) on workforce scheduling and routing problems. These ty... Read More about A greedy heuristic for workforce scheduling and routing with time-dependent activities constraints.

A 3D scene analysis framework and descriptors for risk evaluation (2015)
Conference Proceeding
Dupre, R., Argyriou, V., Greenhill, D., & Tzimiropoulos, G. (2015). A 3D scene analysis framework and descriptors for risk evaluation.

In this paper we evaluate the notion of scene analysis with regard to risk. We consider the problem of evaluating risk and potential hazards in an environment and providing a quantified risk score. A definition of risk is given incorporating two elem... Read More about A 3D scene analysis framework and descriptors for risk evaluation.

Building a birds eye view: collaborative work in disaster response (2015)
Conference Proceeding
Fischer, J., Reeves, S., Rodden, T., Reece, S., Ramchurn, S., & Jones, D. (2015). Building a birds eye view: collaborative work in disaster response.

Command and control environments ranging from transport control rooms to disaster response have long been of interest to HCI and CSCW as rich sites of interactive technology use embedded in work practice. Drawing on our engagement with disaster respo... Read More about Building a birds eye view: collaborative work in disaster response.

Mixed integer programming with decomposition to solve a workforce scheduling and routing problem (2015)
Conference Proceeding
Laesanklang, W., Landa-Silva, D., & Castillo-Salazar, J. A. (2015). Mixed integer programming with decomposition to solve a workforce scheduling and routing problem.

We propose an approach based on mixed integer programming (MIP) with decomposition to solve a workforce scheduling and routing problem, in which a set of workers should be assigned to tasks that are distributed across different geographical locations... Read More about Mixed integer programming with decomposition to solve a workforce scheduling and routing problem.