Robert J. Ross

Orcid: 0000-0001-7088-273X

Affiliations:
  • Dublin Institute of Technology (DIT), Ireland
  • Universität Bremen, Germany (PhD 2009)


According to our database1, Robert J. Ross authored at least 70 papers between 2002 and 2024.

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Bibliography

2024
Automated Medical Text Simplification for Enhanced Patient Access.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023
Invoking and identifying task-oriented interlocutor confusion in human-robot interaction.
Frontiers Robotics AI, September, 2023

Impact of Character n-grams Attention Scores for English and Russian News Articles Authorship Attribution.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Show, Prefer and Tell: Incorporating User Preferences into Image Captioning.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Hmm, You Seem Confused! Tracking Interlocutor Confusion for Situated Task-Oriented HRI.
Proceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, 2023

2022
Self-Supervised Learning for Invariant Representations From Multi-Spectral and SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Dialogue Policies for Confusion Mitigation in Situated HRI.
CoRR, 2022

Detecting Interlocutor Confusion in Situated Human-Avatar Dialogue: A Pilot Study.
CoRR, 2022

Transferring Studies Across Embodiments: A Case Study in Confusion Detection.
CoRR, 2022

WiFi-Based Human Activity Recognition Using Attention-Based BiLSTM.
Proceedings of the Artificial Intelligence and Cognitive Science - 30th Irish Conference, 2022

2021
Data-Driven Reinforcement Learning for Virtual Character Animation Control.
CoRR, 2021

Learned Dynamics Models and Online Planning for Model-Based Animation Agents.
Proceedings of the Agents and Multi-Agent Systems: Technologies and Applications 2021, 2021

Transfer Learning Performance for Remote Pastureland Trait Estimation in Real-Time Farm Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-Modal Self-Supervised Representation Learning for Earth Observation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Just-in-Time Biomass Yield Estimation with Multi-modal Data and Variable Patch Training Size.
Proceedings of the Artificial Intelligence Applications and Innovations, 2021

Formulating Automated Responses to Cognitive Distortions for CBT Interactions.
Proceedings of the 4th International Conference on Natural Language and Speech Processing, 2021

Latent Dynamics for Artefact-Free Character Animation via Data-Driven Reinforcement Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Virtual Tutor Personality in Computer Assisted Language Learning.
Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021

2020
Automatic flood detection in SentineI-2 images using deep convolutional neural networks.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Tri-Band Assessment of Multi-Spectral Satellite Data for Flood Detection.
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020

F-Measure Optimisation and Label Regularisation for Energy-Based Neural Dialogue State Tracking Models.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Advancing a 'Human Factors & Ethics Canvas' for New Driver Assistance Technologies Targeted at Older Adults.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Posture, Motion and Health, 2020

Modelling Interleaved Activities Using Language Models.
Proceedings of the 34th International ECMS Conference on Modelling and Simulation, 2020

Language-Driven Region Pointer Advancement for Controllable Image Captioning.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Driver Persistence, Safety and Older Adult Self-efficacy: Addressing Driving Challenges Using Innovative Multimodal Communication Concepts.
Proceedings of the Advances in Human Factors and Ergonomics in Healthcare and Medical Devices, 2020

Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking.
Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, 2020

2019
Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker.
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

Bigger versus Similar: Selecting a Background Corpus for First Story Detection Based on Distributional Similarity.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Update Frequency and Background Corpus Selection in Dynamic TF-IDF Models for First Story Detection.
Proceedings of the Computational Linguistics, 2019

Language Model Co-occurrence Linking for Interleaved Activity Discovery.
Proceedings of the Machine Learning for Networking, 2019

MediaEval2019: Flood Detection in Time Sequence Satellite Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Estimating distributed representation performance in disaster-related social media classification.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018
Generating Diverse and Meaningful Captions.
CoRR, 2018

Exploring the Use of Attention within an Neural Machine Translation Decoder States to Translate Idioms.
CoRR, 2018

Evaluating Sequence Discovery Systems in an Abstraction-Aware Manner.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

Exploring Online Novelty Detection Using First Story Detection Models.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Generating Diverse and Meaningful Captions - Unsupervised Specificity Optimization for Image Captioning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Beef Cattle Instance Segmentation Using Fully Convolutional Neural Network.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Idiom Type Identification with Smoothed Lexical Features and a Maximum Margin Classifier.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Tackling the Interleaving Problem in Activity Discovery.
Proceedings of the Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection, 2017

An Analysis of the Application of Simplified Silhouette to the Evaluation of k-means Clustering Validity.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017

Attentive Language Models.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

2016
Using Topic Modelling Algorithms for Hierarchical Activity Discovery.
Proceedings of the Ambient Intelligence - Software and Applications, 2016

Empirical Comparative Analysis of 1-of-K Coding and K-Prototypes in Categorical Clustering.
Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016

Towards a Deep Learning-based Activity Discovery System.
Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016

Idiom Token Classification using Sentential Distributed Semantics.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2014
Evaluation of a Substitution Method for Idiom Transformation in Statistical Machine Translation.
Proceedings of the 10th Workshop on Multiword Expressions, 2014

Exploring customer specific KPI selection strategies for an adaptive time critical user interface.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

An Empirical Study of the Impact of Idioms on Phrase Based Statistical Machine Translation of English to Brazilian-Portuguese.
Proceedings of the 3rd Workshop on Hybrid Approaches to Machine Translation, 2014

2013
Accuracy and Timeliness in ML Based Activity Recognition.
Proceedings of the Plan, 2013

2012
Situated dialogue systems: agency & spatial meaning in task-oriented dialogue.
PhD thesis, 2012

2011
The effect of occlusion on the semantics of projective spatial terms: a case study in grounding language in perception.
Cogn. Process., 2011

Workshop on Computational Models of Spatial Language Interpretation - CoSLI-2 in conjunction with CogSci 2011.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2010
Route instructions in map-based human-human and human-computer dialogue: A comparative analysis.
J. Vis. Lang. Comput., 2010

A linguistic ontology of space for natural language processing.
Artif. Intell., 2010

Modelling Illocutionary Structure: Combining Empirical Studies with Formal Model Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

Situating Spatial Templates for Human-Robot Interaction.
Proceedings of the Dialog with Robots, 2010

2009
Daisie: Information State Dialogues for Situated Systems.
Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

2008
Tiered Models of Spatial Language Interpretation.
Proceedings of the Spatial Cognition VI. Learning, 2008

Perspective Use and Perspective Shift in Spatial Dialogue.
Proceedings of the Spatial Cognition VI. Learning, 2008

2006
Interpreting Route Instructions as Qualitative Spatial Actions.
Proceedings of the Spatial Cognition V: Reasoning, 2006

2005
Formalising Control in Robust Spoken Dialogue Systems.
Proceedings of the Third IEEE International Conference on Software Engineering and Formal Methods (SEFM 2005), 2005

Realising Reusable Agent Behaviours with ALPHA.
Proceedings of the Multiagent System Technologies, Third German Conference, 2005

2004
Towards Dialogue Based Shared Control of Navigating Robots.
Proceedings of the Spatial Cognition IV: Reasoning, 2004

Specification of an Ontology for Route Graphs.
Proceedings of the Spatial Cognition IV: Reasoning, 2004

AF-APL - Bridging Principles and Practice in Agent Oriented Languages.
Proceedings of the Programming Multi-Agent Systems, 2004

Demonstrating Social Error Recovery with AgentFactory.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003
Improving Speech Recognition on a Mobile Robot Platform through the use of Top-Down Visual Queues.
Proceedings of the IJCAI-03, 2003

2002
Speaking Autonomous Intelligent Devices.
Proceedings of the Artificial Intelligence and Cognitive Science, 2002


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