Outputs (624)

Migrating Models: A Decentralized View on Federated Learning (2021)
Presentation / Conference Contribution
Kiss, P., & Horváth, T. (2021, September). Migrating Models: A Decentralized View on Federated Learning. Presented at ECML PKDD 2021, Online

Federated learning (FL) researches attempt to alleviate the increasing difficulty of training machine learning models, when the training data is generated in a massively distributed way. The key idea behind these methods is moving the training to loc... Read More about Migrating Models: A Decentralized View on Federated Learning.

Algorithmic machines: From binary communication designs to human-robot interactions (2021)
Book Chapter
Zeller, F. (2021). Algorithmic machines: From binary communication designs to human-robot interactions. In M. Taddicken, & C. Schumann (Eds.), Algorithms and Communication (95-132). Berlin: Digital Communication Research. https://doi.org/10.48541/dcr.v9.4

This article discusses aspects of future research in communication sciences related to a popular and omnipresent artefact of algorithmic machines, social robots. Social robots are defined in this article as physical entities or machines, which may re... Read More about Algorithmic machines: From binary communication designs to human-robot interactions.

Ethical Frameworks for Artificial Intelligence (AI) and Social Robots in Children’s Healthcare Experiences (2021)
Presentation / Conference Contribution
Zeller, F., Petrick, R. P., Harris Smith, D., Stinson, J., Ellen Foster, M., & Ali, S. (2021). Ethical Frameworks for Artificial Intelligence (AI) and Social Robots in Children’s Healthcare Experiences. In HRI 2021 Workshop on Measuring Child-Robot Rel

This multi-disciplinary project aims to develop and evaluate an ethical, AI-enhanced, socially intelligent robot designed to alleviate children’s distress and pain in a clinical setting. Spanning different disciplines such as HRI, communication scien... Read More about Ethical Frameworks for Artificial Intelligence (AI) and Social Robots in Children’s Healthcare Experiences.

Dynamic Optimal Coding and Scheduling for Distributed Learning over Wireless Edge Networks (2021)
Presentation / Conference Contribution
Van Huynh, N., Hoang, D. T., Nguyen, D. N., & Dutkiewicz, E. (2021). Dynamic Optimal Coding and Scheduling for Distributed Learning over Wireless Edge Networks. In 2021 IEEE Global Communications Conference (GLOBECOM). https://doi.org/10.1109/globecom465

This paper proposes a novel framework that can effectively address key challenges for the development of distributed learning over wireless edge networks. In particular, we first introduce a highly effective distributed learning model leveraging the... Read More about Dynamic Optimal Coding and Scheduling for Distributed Learning over Wireless Edge Networks.

The Opportunity of Cadmium Stannate as Transparent Conducting Oxide for Perovskite-Based Concentrated Photovoltaic System (2021)
Presentation / Conference Contribution
Khalid, M., Roy, A., Sundaram, S., & Mallick, T. K. (2021). The Opportunity of Cadmium Stannate as Transparent Conducting Oxide for Perovskite-Based Concentrated Photovoltaic System. . https://doi.org/10.4229/EUPVSEC20212021-3BV.1.7

The relative scarcity and high cost associated with indium or fluorine, fabrication approaches surface roughness, and low adhesion to polymeric materials are significant drawbacks for indium tin oxide (ITO) and fluorine tin oxide (FTO)-based transpar... Read More about The Opportunity of Cadmium Stannate as Transparent Conducting Oxide for Perovskite-Based Concentrated Photovoltaic System.

Chefbot: A Novel Framework for the Generation of Commonsense-enhanced Responses for Task-based Dialogue Systems (2021)
Presentation / Conference Contribution
Strathearn, C., & Gkatzia, D. (2021). Chefbot: A Novel Framework for the Generation of Commonsense-enhanced Responses for Task-based Dialogue Systems. In Proceedings of the 14th International Conference on Natural Language Generation (46-47)

Conversational systems aim to generate responses that are accurate, relevant and engaging, either through utilising neural end-to-end models or through slot filling. Human-to-human conversations are enhanced by not only the latest utterance of the in... Read More about Chefbot: A Novel Framework for the Generation of Commonsense-enhanced Responses for Task-based Dialogue Systems.

An Attribute Weight Estimation Using Particle Swarm Optimization and Machine Learning Approaches for Customer Churn Prediction (2021)
Presentation / Conference Contribution
Kanwal, S., Rashid, J., Kim, J., Nisar, M. W., Hussain, A., Batool, S., & Kanwal, R. (2021). An Attribute Weight Estimation Using Particle Swarm Optimization and Machine Learning Approaches for Customer Churn Prediction. In 2021 International Conference

One of the most challenging problems in the telecommunications industry is predicting customer churn (CCP). Decision-makers and business experts stressed that acquiring new clients is more expensive than maintaining current ones. From current churn d... Read More about An Attribute Weight Estimation Using Particle Swarm Optimization and Machine Learning Approaches for Customer Churn Prediction.

Multiscale Modeling for the Statics of Nanostructures (2021)
Book Chapter
Hoang, K., & Kadapa, C. (2021). Multiscale Modeling for the Statics of Nanostructures. In S. Chakraverty (Ed.), Nano Scaled Structural Problems: Static and Dynamic Behaviors (1-38). AIP Publishing. https://doi.org/10.1063/9780735422865_002

Characterization of mechanical properties of materials is essential toward understanding their deformation behavior when subjected to external forces. For a complete understanding of the behavior of materials from the interaction of atoms at the nano... Read More about Multiscale Modeling for the Statics of Nanostructures.

Decentralised Privacy: A Distributed Ledger Approach (2021)
Book Chapter
Papadopoulos, P., Pitropakis, N., & Buchanan, W. J. (2021). Decentralised Privacy: A Distributed Ledger Approach. In C. Mustansar Hussain, & P. Di Sia (Eds.), Handbook of Smart Materials, Technologies, and Devices (1-26). Cham: Springer. https://doi.org/1

Our world due to the technological progress became fast-paced and is constantly evolving, thus changing every single day. Consequently, the most valuable asset on earth is not gold or oil anymore but data. Big data companies try to take advantage of... Read More about Decentralised Privacy: A Distributed Ledger Approach.

Thermal performance evaluation and energy saving potential of semi-transparent CdTe in Façade BIPV (2021)
Journal Article
Alrashidi, H., Issa, W., Sellami, N., Sundaram, S., & Mallick, T. (2022). Thermal performance evaluation and energy saving potential of semi-transparent CdTe in Façade BIPV. Solar Energy, 232, 84-91. https://doi.org/10.1016/j.solener.2021.12.037

Semi-transparent PV glazing are promising in Building Integrated Photovoltaic (BIPV) applications. They provide daylight control, energy saving and power generation. The selection of optimal Photovoltaic (PV) glazing requires the accounting for vario... Read More about Thermal performance evaluation and energy saving potential of semi-transparent CdTe in Façade BIPV.