Blue 'ISG' logo with three interlocking gears behind it.Intelligent Systems Group

Research output

Publications

A chronological record of the group’s published work, indexed by type and year.

20242 entries

  1. Artificial Intelligence in Teaching and Learning For Student-Centered Education

    Conference ProceedingsAdrian Groza

    Website

  2. First Order Logic for command understanding

    Conference ProceedingsAdrian Groza

    Website

202318 entries

  1. The Predictive Capabilities of Artificial Intelligence-Based OCT Analysis for Age-Related Macular Degeneration Progression—A Systematic Review

    JournalsAdrian Groza, Anca Marginean

    DOIPDF

  2. The profile: unleashing your deepfake self

    JournalsIoana Cheres, Adrian Groza

    DOI

  3. Artificial Intelligence for Personalised Ophthalmology Residency Training

    JournalsAdrian Groza, Anca Marginean, Radu Razvan Slavescu

    DOIPDF

  4. Measuring reasoning capabilities of ChatGPT

    Conference ProceedingsAdrian Groza

    PDF

  5. Cross-validation of Answers with SUMO and GPT

    Conference ProceedingsAdrian Groza

    PDFWebsite

  6. Forest Mixing: investigating the impact of multiple search trees and a shared refinements pool on ontology learning

    Conference ProceedingsAdrian Groza

    PDF

  7. Interleaving GANs with knowledge graphs to support design creativity for book covers

    Conference ProceedingsAdrian Groza

    PDF

  8. Solving probability puzzles with logic toolkit

    Conference ProceedingsAdrian Groza

    PDF

  9. Case Study: Using AI-Assisted Code Generation In Mobile Teams

    Conference ProceedingsAdrian Groza

    PDF

  10. Brave new world: AI in teaching and learning

    Conference ProceedingsAdrian Groza, Anca Marginean

    PDF

  11. Ontology engineering with Large Language Models

    Conference ProceedingsAdrian Groza

    PDF

  12. Formalising Natural Language Quantifiers for Human-Robot Interactions

    Conference ProceedingsAdrian Groza

  13. Detecting diabetic retinopathy through fundus images using an ensemble of classifiers

    Conference ProceedingsAdrian Groza

    PDF

  14. Teaching first order logic with friendly puzzlesAwarded

    Conference ProceedingsAdrian Groza

    Website

  15. Age-Related Macular Degeneration Biomarker Segmentation from OCT images

    Conference ProceedingsAdrian Groza

  16. An ontology for Age-Related Macular Degeneration using ophthalmologists and language models

    Conference ProceedingsAdrian Groza, Anca Marginean

    PDFPowerPoint

  17. Towards Detecting Fake News Using Natural Language Understanding and Reasoning in Description Logics

    Book chaptersAdrian Groza

    DOI

  18. Towards an Ontology of Explanations

    Book chaptersAdrian Groza

    DOI

202212 entries

  1. Predicting Visual Acuity in Patients Treated for AMD

    JournalsAdrian Groza

    DOIPDF

  2. Cat de inteligent este Artificial Intelligence Act?

    JournalsAdrian Groza

    PDFWebsite

  3. Evaluation Metrics in Explainable Artificial Intelligence (XAI)

    Conference ProceedingsLoredana Coroama, Adrian Groza

    DOIWebsite

  4. Modeling and Simulation with Ontology Streams for Agents Interactions

    Conference Proceedings

  5. Detecting fake news using machine learning and reasoning in Description Logic

    Conference Proceedings

    DOI

  6. FACE: Fact Checker with Explanations

    Conference Proceedings

  7. Detecting clickbaits using deep forest

    Conference Proceedings

  8. Ensemble-based Knowledge Distillation for Semantic Segmentation in Autonomous Driving

    Conference Proceedings

  9. Generating and solving the Lights Out! game in first order logic

    Conference Proceedings

  10. Question Answering over Logic Puzzles Using Theorem Proving

    Conference Proceedings

    DOI

  11. Learning ontologies with relational concept analysis

    Conference Proceedings

    DOI

  12. Logic-based machine comprehension for chatbots

    Conference Proceedings

    DOI

20217 entries

  1. Interleaving Automatic Segmentation and Expert Opinion for Retinal Conditions

    JournalsAdrian Groza

    DOIPDF

  2. Agents that argue and explain classifications of retinal conditions

    Journals

    DOI

  3. Natural language understanding for logical games

    Journals

  4. Reliable Learning with PDE-Based CNNs and DenseNets for Detecting COVID-19, Pneumonia, and Tuberculosis from Chest X-Ray Images

    Journals

    DOI

  5. A Puzzle-Based Dataset for Natural Language Inference

    Conference Proceedings

  6. Explainable Artificial Intelligence for Person Identification

    Conference Proceedings

    DOI

  7. Modelling Puzzles in First Order Logics

    Books& EditorialsAdrian Groza

    DOIWebsite

20208 entries

  1. FastRCA-Seq: An efficient approach for extracting hierarchies of multilevel closed partially-ordered patterns

    Journals

    DOI

  2. Detecting fake news for the new coronavirus by reasoning on the Covid-19 ontology

    Journals

  3. Climate change opinions in online debate sites

    Journals

    DOI

  4. Agents that argue and explain classifications of retinal conditionsAwarded

    Conference ProceedingsAdrian Groza

  5. MineFOL: a Game for Learning First Order Logic

    Conference Proceedings

    DOI

  6. Fake news detector in the medical domain by reasoning with description logics

    Conference Proceedings

    DOI

  7. On the differences between human agents and logic-based software agents discourse understanding

    Conference Proceedings

    DOI

  8. Interleaved Argumentation and Explanation in Dialog

    Book chaptersAdrian Groza

    PDFWebsite

20195 entries

  1. Towards Balancing the Complexity of Convolutional Neural Network with the Role of Optical Coherence Tomography in Retinal Conditions

    Conference Proceedings

    DOI

  2. A mentalist agent for identifying characters using dynamic query strategies

    Conference Proceedings

    DOI

  3. Artificial Intelligence. Exercises

    Books& EditorialsAdrian Groza

    PDF

  4. Introduction to Artificial Intelligence

    Books& EditorialsAdrian Groza, Radu Razvan Slavescu, Anca Marginean

    PDF

  5. Logic-based Models of Argument

    ThesesAdrian Groza

20186 entries

  1. Improving conflict resolution in version spaces for precision agriculture

    Journals

  2. The impact of summarisation on textual entailment-a case study on global warming arguments

    Conference Proceedings

    DOI

  3. Analysing climate change arguments using subjective logic

    Conference Proceedings

    DOI

  4. Designing agents for the Stratego game

    Conference Proceedings

    DOI

  5. Mining Intelligence and Knowledge Exploration

    Books& EditorialsAdrian Groza

    PDFWebsite

  6. Logic-based Models of Argument 2018

    Books& EditorialsAdrian Groza

    PDF

20172 entries

  1. Climebot: An argumentative agent for climate change

    Conference Proceedings

    DOI

  2. Analysing debates on climate change with textual entailment and ontologies

    Conference Proceedings

    DOI

20165 entries

  1. Improving remote sensing crop classification by argumentation-based conflict resolution in ensemble learning

    Journals

    DOI

  2. Assuring safety in air traffic control systems with argumentation and model checking

    Journals

    DOI

  3. Harmonization of conflicting medical opinions using argumentation protocols and textual entailment-a case study on Parkinson disease

    Conference Proceedings

    DOI

  4. Mining arguments from cancer documents using Natural Language Processing and ontologies

    Conference ProceedingsAdrian Groza

    DOIPDF

  5. Assisting drivers during overtaking using Car-2-Car communication and multi-agent systems

    Conference ProceedingsAdrian Groza

    DOIPDF

20156 entries

  1. Enacting textual entailment and ontologies for automated essay grading in chemical domain

    Conference ProceedingsAdrian Groza

    DOIPDF

  2. Data structuring for the ontological modelling of wind energy systems

    Conference ProceedingsAdrian Groza

    PDF

  3. Information retrieval in folktales using natural language processing

    Conference ProceedingsAdrian Groza

    DOIPDF

  4. ProGraph: towards enacting bipartite graphs for abstract argumentation frameworks

    Conference ProceedingsAdrian Groza

    PDFWebsite

  5. A formal approach for identifying assurance deficits in unmanned aerial vehicle software

    Book chaptersAdrian Groza

    DOIPDFPowerPoint

  6. An approach to schedule Production Using Reservation Tables

    Book chaptersAdrian Groza

    DOIWebsite

201420 entries

  1. Simulation and Control of the Vehicles Movement in the Case of the Overtaking Procedures

    Conference ProceedingsAdrian Groza

  2. Engineering a Comprehensive Romanian Tourism Ontology

    Conference ProceedingsAdrian Groza, Radu Razvan Slavescu

    PDF

  3. Generating training sets for conditional random fields with morphological labels for Romanian

    Conference ProceedingsAdrian Groza, Radu Razvan Slavescu

  4. LELA - A natural language processing system for Romanian tourismAwarded

    Conference ProceedingsAdrian Groza, Anca Marginean, Radu Razvan Slavescu

    DOIPDFWebsite

  5. Assuring safety in an air traffic control system with defeasible logic programming

    Conference ProceedingsAdrian Groza

    PDF

  6. An Ontology Selection and Ranking System Based on the Analytic Hierarchy Process

    Conference ProceedingsAdrian Groza

    DOIPDFWebsite

  7. Consistency Checking of Safety Arguments in the Goal Structuring Notation Standard

    Conference ProceedingsAdrian Groza

    PDF

  8. Ranking Ontologies in the Ontology Building Competition BOC 2014

    Conference ProceedingsAdrian Groza

    PDF

  9. Interleaving Ontology-Based Reasoning and Natural Language Processing for Character Identification in Folktales

    Conference ProceedingsAdrian Groza

    PDF

  10. Numerical simulation and automatic control of the pH value in an industrial blunting system

    Conference ProceedingsAdrian Groza

  11. An ontology-based model for vehicular ad-hoc networks

    Conference ProceedingsAdrian Groza, Anca Marginean

    DOIPDFPowerPoint

  12. Romanian2SPARQL: A Grammatical Framework approach for querying Linked Data in Romanian

    Conference ProceedingsAdrian Groza, Anca Marginean, Radu Razvan Slavescu

    DOIPDFWebsite

  13. A second order-cone programming relaxation for facility location problem

    Conference ProceedingsAdrian Groza

    DOIPDFWebsite

  14. A multi-agent approach towards cooperative overtaking in vehicular networks

    Conference ProceedingsAdrian Groza, Anca Marginean

    DOIPDF

  15. An Argumentative Approach to Assessing Safety in Medical Device Software Using Defeasible Logic Programming

    Conference ProceedingsAdrian Groza

    DOIPDF

  16. ARGSAFE: Usando Argumentacion para Garantizar Seguridad en Sistemas Tecnicos Complejos

    Conference ProceedingsAdrian Groza

    PDF

  17. A learning environment for building and evaluating ontologies: case study of 2013 Ontology Building Competition

    Conference ProceedingsAdrian Groza

    PDFPowerPoint

  18. Towards an argumentative approach for repair of hybrid logics models

    Conference ProceedingsAdrian Groza

    PDFWebsite

  19. Towards Improving Situation Awareness during Emergency Transportation through Ambulance-2-X Communication and Semantic Stream Reasoning

    Book chaptersAdrian Groza, Anca Marginean

    DOIPDFWebsite

  20. Ontology Enginnering with RacerPro - An Activity Based Approach

    Books& EditorialsAdrian Groza

    PDF

20135 entries

  1. Compliance checking of integrated business processes

    Journals

    DOI

  2. Detecting influenza epidemics based on real-time semantic analysis of Twitter streams

    Conference ProceedingsAdrian Groza

    PDF

  3. Semantic-Based Monitoring of E-Contracts

    Conference ProceedingsAdrian Groza

    PDF

  4. ASDEC: Structured Argumentation for Decision Support Systems Under Normative Constraints

    Conference ProceedingsAdrian Groza

  5. Reasoning on Semantic Sensor Streams for Smart City

    Conference ProceedingsAdrian Groza

    PDF

20127 entries

  1. Plausible Description Logic Programs for Stream Reasoning

    Journals

    DOI

  2. Interleaved Argumentation and Explanation in Dialogue

    Conference ProceedingsAdrian Groza

    PDF

  3. Justifying Argument and Explanation in Labelled Argumentation

    Conference ProceedingsAdrian Groza

    DOIPDF

  4. Integrated Framework for Multi-Agent Ontology Engineering

    Conference ProceedingsAdrian Groza

  5. Justificatory Argumentation for Commitment Agents

    Conference ProceedingsAdrian Groza

    PDFPowerPointWebsite

  6. Description Plausible Logic Programs for Stream Reasoning

    Conference ProceedingsAdrian Groza

    PowerPoint

  7. Arguing With Justifications Between Collaborating Agents

    Book chaptersAdrian Groza

    DOI

201111 entries

  1. Ontology Enrichment and Evaluation Using OntoRich

    Journals

  2. Ontology enrichment using semantic wikis and design patterns

    Journals

  3. Enacting Social Argumentative Machines in Semantic Wikipedia

    Journals

  4. Building an E-contract management system using Google Docs

    Conference ProceedingsAdrian Groza

    DOIPDFWebsite

  5. Argumentation Based Ontology Maintenance

    Conference ProceedingsAdrian Groza

    PDFWebsite

  6. Argumentative Agents for Justifying Decisions in Audit

    Conference ProceedingsAdrian Groza

    DOIPDF

  7. Integrating DBpedia and SentiWordNet for a tourism recommender system

    Conference ProceedingsAdrian Groza

    DOIPDF

  8. OntoRich-A support tool for semi-automatic ontology enrichment and evaluation

    Conference ProceedingsAdrian Groza

    PDF

  9. Arguing with Justifications Between Collaborating Agents

    Conference ProceedingsAdrian Groza

    Website

  10. Towards automatic norm compliance in construction domain

    Conference ProceedingsAdrian Groza

    DOIPDFWebsite

  11. Towards Pragmatic Argumentative Agents within a Fuzzy Description Logic Framework

    Book chaptersAdrian Groza

    DOI

20109 entries

  1. Agent-based Systems for Norm Compliance in Food Supply Chains

    Journals

  2. Developing Hazard Ontology for Supporting HACCP Systems in Food Supply Chains

    Conference ProceedingsAdrian Groza

    DOIPDFWebsite

  3. Using Semantic Wikis for Structured Argument in Medical Domain

    Conference ProceedingsAdrian Groza

    PDFWebsite

  4. Aiming to Agent-based Systems for Norm Compliance in Food Supply Chains

    Conference ProceedingsAdrian Groza

  5. Towards Social Argumentative Machines

    Conference ProceedingsAdrian Groza

    DOI

  6. Mining Traffic Patterns from Public Transportation GPS Data

    Conference ProceedingsAdrian Groza

    DOIPDF

  7. Enacting Argumentative Web in Semantic Wikipedia

    Conference ProceedingsAdrian Groza

    PDF

  8. Argumentative Support for Structured HACCP Plans

    Conference ProceedingsAdrian Groza

    PDF

  9. Towards Pragmatic Argumentative Agents Within a Fuzzy Description Logic Framework

    Conference ProceedingsAdrian Groza

20093 entries

  1. Modelling Imprecise Arguments in Description Logic

    Journals

  2. Modelling Imprecise Arguments in a Weighted Argument System

    Conference ProceedingsAdrian Groza

    DOIPDF

  3. Contextual Extension with Concept Maps in the Argument Interchange Format

    Book chaptersAdrian Groza

    DOI

20088 entries

  1. Q-learn Argumentation Schemes for Car Sales Dialogues

    Conference ProceedingsAdrian Groza

    DOIPDF

  2. Contextual extension with Concept Maps in the Argument Interchange Format Ontology

    Conference ProceedingsAdrian Groza

  3. Designing Electronic Markets for Defeasible-based Contractual Agents

    Conference ProceedingsAdrian Groza

    PDF

  4. A Computational Model for World Wide Argument Web

    Conference ProceedingsAdrian Groza

    Website

  5. A Planning-Based Approach for Enacting World Wide Argument Web

    Book chapters

    DOIPDF

  6. Structured Argumentation in a Mediator for Online Dispute Resolution

    Book chaptersAdrian Groza

    DOIPDF

  7. Structural Models for Inter-agents Online Dispute Resolution

    Books& EditorialsAdrian Groza

    PDF

  8. Multi-agent systems for online dispute resolution

    ThesesAdrian Groza

20076 entries

  1. Towards Mediation with Extended Temporal Defeasible Logic

    Conference ProceedingsAdrian Groza

  2. Structured Argumentation in a Mediator for Online Dispute Resolution

    Conference Proceedings

  3. An Argumentative System for Online Dispute Resolution

    Conference Proceedings

  4. Planning with Argumentation Schemes in Online Dispute Resolution

    Conference ProceedingsAdrian Groza

    DOIPDF

  5. Exploiting Rough Argumentation in an Online Dispute Resolution Mediator

    Book chaptersAdrian Groza

    DOIPDF

  6. Z-Based Agents for Service Oriented Computing

    Book chaptersAdrian Groza, Anca Marginean

    DOIPDF

20064 entries

  1. Defeasible Commitments for Contract Representation

    Conference ProceedingsAdrian Groza

  2. Exceptions in Contract in Defeasible Logic

    Conference ProceedingsAdrian Groza

    PDF

  3. Running Contracts with Defeasible Commitment

    Book chaptersAdrian Groza

    DOIPDF

  4. Agreeing on Defeasible Commitments

    Book chaptersAdrian Groza

    DOIPDF

20053 entries

  1. Specification-based agents for service composition

    Conference Proceedings

  2. Automating the Dispute Resolution in a Task Dependency Network

    Conference ProceedingsAdrian Groza

    DOIPDFWebsite

  3. Automating the Dispute Resolution for B2B

    Conference ProceedingsAdrian Groza

20044 entries

  1. Finding agent similarities in supply chain formation

    Journals

    DOI

  2. Using Agent Similarities in Business Rules for the Supply Chain

    Conference ProceedingsAdrian Groza

    PDFWebsite

  3. Finding agent similarities in supply chain formation

    ThesesAdrian Groza

  4. Developing agents for the trading agents competition

    Theses