Outputs (1048)

Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity (2019)
Journal Article
Uslan, V., Seker, H., & John, R. (2019). Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity. IEEE Access, 7, 49756-49764. https://doi.org/10.1109/access.2019.2910078

In the post-genome era, it is becoming more complex to process high dimensional, low-instance available, and nonlinear biological datasets. This paper aims to address these characteristics as they have adverse effects on the performance of predictive... Read More about Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity.

PAS3-HSID: a Dynamic Bio-Inspired Approach for Real-Time Hot Spot Identification in Data Streams (2019)
Journal Article
Tickle, R., Triguero, I., Figueredo, G. P., Mesgarpour, M., & John, R. I. (2019). PAS3-HSID: a Dynamic Bio-Inspired Approach for Real-Time Hot Spot Identification in Data Streams. Cognitive Computation, 11(3), 434–458. https://doi.org/10.1007/s12559-019-09638-y

© 2019, Springer Science+Business Media, LLC, part of Springer Nature. Hot spot identification is a very relevant problem in a wide variety of areas such as health care, energy or transportation. A hot spot is defined as a region of high likelihood o... Read More about PAS3-HSID: a Dynamic Bio-Inspired Approach for Real-Time Hot Spot Identification in Data Streams.

“It would be pretty immoral to choose a random algorithm”: Opening up algorithmic interpretability and transparency (2019)
Journal Article
Webb, H., Patel, M., Rovatsos, M., Davoust, A., Ceppi, S., Koene, A., Dowthwaite, L., Portillo, V., Jirotka, M., & Cano, M. (2019). “It would be pretty immoral to choose a random algorithm”: Opening up algorithmic interpretability and transparency. Journal of Information, Communication and Ethics in Society, 17(2), 210-228. https://doi.org/10.1108/jices-11-2018-0092

Purpose
The purpose of this paper is to report on empirical work conducted to open up algorithmic interpretability and transparency. In recent years, significant concerns have arisen regarding the increasing pervasiveness of algorithms and the impac... Read More about “It would be pretty immoral to choose a random algorithm”: Opening up algorithmic interpretability and transparency.

Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders (2019)
Journal Article
Bustince, H., Marco-Detchart, C., Fernandez, J., Wagner, C., Garibaldi, J., & Takáč, Z. (2019). Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders. Fuzzy Sets and Systems, https://doi.org/10.1016/j.fss.2019.04.002

In this work we study a new class of similarity measures between interval-valued fuzzy sets. The novelty of our approach lays, firstly, on the fact that we develop all the notions with respect to total orders of intervals; and secondly, on that we co... Read More about Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders.

Citizens’ juries: when older adults deliberate on the benefits and risks of smart health and smart homes (2019)
Journal Article
Chadborn, N., Blair, K., Creswick, H., Perez Vallejos, E., Hughes, N., Dowthwaite, L., & Adenekan, O. (2019). Citizens’ juries: when older adults deliberate on the benefits and risks of smart health and smart homes. Healthcare, 7(2), Article 54. https://doi.org/10.3390/healthcare7020054

Background: Technology-enabled healthcare or smart health has provided a wealth of products and services to enable older people to monitor and manage their own health conditions at home, thereby maintaining independence, whilst also reducing healthca... Read More about Citizens’ juries: when older adults deliberate on the benefits and risks of smart health and smart homes.

Breaching the Future: Understanding Human Challenges of Autonomous Systems for the Home (2019)
Journal Article
Nilsson, T., Crabtree, A., Fischer, J., & Koleva, B. (2019). Breaching the Future: Understanding Human Challenges of Autonomous Systems for the Home. Personal and Ubiquitous Computing, 23(2), 287–307. https://doi.org/10.1007/s00779-019-01210-7

The domestic environment is a key area for the design and deployment of autonomous systems. Yet research indicates their adoption is already being hampered by a variety of critical issues including trust, privacy and security. This paper explores how... Read More about Breaching the Future: Understanding Human Challenges of Autonomous Systems for the Home.

Adaptive Architecture and Personal Data (2019)
Journal Article
Schnädelbach, H., Jäger, N., & Urquhart, L. (2019). Adaptive Architecture and Personal Data. ACM Transactions on Computer-Human Interaction, 26(2), 1-31. https://doi.org/10.1145/3301426

Via sensors carried by people and sensors embedded in the environment, personal data is being processed to try to understand activity patterns and people{\textquoteright}s internal states in the context of human-building interaction. This data is use... Read More about Adaptive Architecture and Personal Data.

Improving variational autoencoder with deep feature consistent and generative adversarial training (2019)
Journal Article
Hou, X., Sun, K., Shen, L., & Qiu, G. (2019). Improving variational autoencoder with deep feature consistent and generative adversarial training. Neurocomputing, 341, 183-194. https://doi.org/10.1016/j.neucom.2019.03.013

We present a new method for improving the performances of variational autoencoder (VAE). In addition to enforcing the deep feature consistent principle thus ensuring the VAE output and its corresponding input images to have similar deep features, we... Read More about Improving variational autoencoder with deep feature consistent and generative adversarial training.

Smart cities and cyber security: Are we there yet?A comparative study on the role of standards, third party risk management and security ownership (2019)
Journal Article
Vitunskaite, M., He, Y., Brandstetter, T., & Janicke, H. (2019). Smart cities and cyber security: Are we there yet?A comparative study on the role of standards, third party risk management and security ownership. Computers and Security, 83, 313-331. https://doi.org/10.1016/j.cose.2019.02.009

Smart cities have brought a variety of benefits aiming to revolutionise people’s lives. Those include but are not limited to, increasing economic efficiency, reducing cost and decreasing environmental output. However, the smart city itself is still i... Read More about Smart cities and cyber security: Are we there yet?A comparative study on the role of standards, third party risk management and security ownership.

Search tactics used in solving everyday how-to technical tasks: repertoire, selection and tenacity (2019)
Journal Article
Rutter, S., Blinzler, V., Ye, C., Wilson, M. L., & Twidale, M. D. (2019). Search tactics used in solving everyday how-to technical tasks: repertoire, selection and tenacity. Information Processing and Management, 56(3), 919-938. https://doi.org/10.1016/j.ipm.2019.02.008

With greater access to computational resources, people use search to address many everyday challenges in their lives, including solving technology problems. Although there are now many useful ‘how-to’ resources online (especially videos on YouTube),... Read More about Search tactics used in solving everyday how-to technical tasks: repertoire, selection and tenacity.