ProfessorsProfessors of National University of Ireland, GalwayMatthias Nickles

Matthias Nickles

National University of Ireland, Galway

H-index: 17

Europe-Ireland

About Matthias Nickles

Matthias Nickles, With an exceptional h-index of 17 and a recent h-index of 6 (since 2020), a distinguished researcher at National University of Ireland, Galway, specializes in the field of Artificial Intelligence, Probabilistic Logic, Machine Learning, Semantic Technologies, Intelligent Agents.

His recent articles reflect a diverse array of research interests and contributions to the field:

Federated learning as a privacy solution-an overview

Exploring Abductive Reasoning in Language Models for Data-to-Text Generation

Empowering Federated Learning: Tackling Client Drift and Resource Constraints with Knowledge Distillation by Combining Losses

Drug Similarity and Link Prediction Using Graph Embeddings on Medical Knowledge Graphs

diff-SAT--A Software for Sampling and Probabilistic Reasoning for SAT and Answer Set Programming

Simple Question Answering Over a Domain-Specific Knowledge Graph using BERT by Transfer Learning.

Matthias Nickles Information

University	National University of Ireland, Galway
Position	Lecturer Above the Bar (equiv. Assist. Prof. with tenure) School of Computer Science
Citations(all)	882
Citations(since 2020)	136
Cited By	794
hIndex(all)	17
hIndex(since 2020)	6
i10Index(all)	32
i10Index(since 2020)	2
Email	Access Email
University Profile Page	National University of Ireland, Galway
Google Scholar	View Google Scholar Profile

Matthias Nickles Skills & Research Interests

Artificial Intelligence

Probabilistic Logic

Machine Learning

Semantic Technologies

Intelligent Agents

Top articles of Matthias Nickles

Title	Journal	Author(s)	Publication Date
Federated learning as a privacy solution-an overview		Mashal Khan Frank G Glavin Matthias Nickles	2023/1/1
Exploring Abductive Reasoning in Language Models for Data-to-Text Generation		Kristýna Onderková Matthias Nickles	2023/12/7
Empowering Federated Learning: Tackling Client Drift and Resource Constraints with Knowledge Distillation by Combining Losses		Mashal Khan Frank G Glavin Matthias Nickles	2023/12/7
Drug Similarity and Link Prediction Using Graph Embeddings on Medical Knowledge Graphs	arXiv preprint arXiv:2110.13047	Prakhar Gurawa Matthias Nickles	2021/10/22
diff-SAT--A Software for Sampling and Probabilistic Reasoning for SAT and Answer Set Programming	arXiv preprint arXiv:2101.00589	Matthias Nickles	2021/1/3
Simple Question Answering Over a Domain-Specific Knowledge Graph using BERT by Transfer Learning.		Mani Vegupatti Matthias Nickles Bharathi Raja Chakravarthi L Longo L Rizzo ...	2020/12/7