2025

• Jaiswal, Amar; Øztürk, Pinar; Meisingset, Ingebrigt. (2025) Leveraging Knowledge and Data-Driven Approaches in Case-Based Reasoning to Aid Physiotherapists Addressing Non-Specific Musculoskeletal Disorders - An Applied Research. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
  Doctoral dissertation

2022

• Jaiswal, Amar; Yigzaw, Kassaye Yitbarek; Øzturk, Pinar. (2022) F-CBR: An Architecture for Federated Case-Based Reasoning. IEEE Access
  Academic article

2020

• Groza, Adrian; Øzturk, Pinar; Slavescu, Radu Razvan; Marginean, Anca. (2020) Climate change opinions in online debate sites. Computer Science and Information Systems
  Academic article

2018

• Mosavi, Amir; Øzturk, Pinar; Chau, Kwok-Wing. (2018) Flood prediction using machine learning models: Literature review. Water
  Academic literature review
• Giordanengo, Alain; Øzturk, Pinar; Hansen, Anne Helen; Årsand, Eirik; Grøttland, Astrid; Hartvigsen, Gunnar. (2018) Design and development of a context-aware knowledge-based module for identifying relevant information and information gaps in patients with type 1 diabetes self-collected health data. JMIR Diabetes
  Academic article

2017

• Aydogan, Reyhan; Øzturk, Pinar; Razeghi, Yousef. (2017) Negotiation for Incentive Driven Privacy-Preserving Information Sharing. Lecture Notes in Computer Science (LNCS)
  Academic article
• Barik, Biswanath; Marsi, Erwin; Øzturk, Pinar. (2017) Extracting Causal Relations among Complex Events in Natural Science Literature.
  Academic chapter/article/Conference paper
• Sizov, Gleb; Øzturk, Pinar; Marsi, Erwin. (2017) Let me explain: Adaptation of explanations extracted from incident reports. AI Communications
  Academic article

2016

• Prasath, Rajendra; Øzturk, Pinar. (2016) An Approach to Content Extraction from Scientific Articles using Case-Based Reasoning. Research on Computing Science
  Academic article
• Marsi, Erwin; Øzturk, Pinar. (2016) Deliverable D1.5: Source Code and Interface of LKDB Software. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
  Report
• Barik, Biswanath; Marsi, Erwin; Øzturk, Pinar. (2016) Event Causality Extraction from Natural Science Literature. Research on Computing Science
  Academic article
• Marsi, Erwin; Øzturk, Pinar. (2016) Text mining of related events from natural science literature. Lecture Notes in Computer Science (LNCS)
  Academic article
• Sizov, Gleb; Øzturk, Pinar; Marsi, Erwin. (2016) Compositional adaptation of explanations in textual case-based reasoning. Lecture Notes in Computer Science (LNCS)
  Academic article

2015

• Marsi, Erwin; Øzturk, Pinar. (2015) Extraction and generalisation of variables from scientific publications.
  Academic chapter/article/Conference paper
• Svalestuen, Yngve; Øzturk, Pinar; Tidemann, Axel; Tiller, Rachel Gjelsvik. (2015) Agent-based simulation of stakeholder behaviour through evolutionary game theory. Lecture Notes in Computer Science (LNCS)
  Academic article
• Tiller, Rachel Gjelsvik; Svalestuen, Yngve; Øzturk, Pinar; Tidemann, Axel. (2015) Simulating stakeholder behavior in a marine setting: Integrated coastal zone planning and the influential power of selected stakeholders in Frøya, Norway. Frontiers in Marine Science
  Academic article
• Tanajura, Ana Paula M; Øzturk, Pinar; Lepikson, Herman. (2015) Collaborative agents supporting tactical planning activities – an industrial application. Lecture Notes in Electrical Engineering
  Academic article
• Sizov, Gleb; Øzturk, Pinar; Aamodt, Agnar. (2015) Evidence-driven retrieval in textual CBR: Bridging the gap between retrieval and reuse. Lecture Notes in Computer Science (LNCS)
  Academic article
• Høverstad, Boye Annfelt; Tidemann, Axel; Langseth, Helge; Øzturk, Pinar. (2015) Short-Term Load Forecasting With Seasonal Decomposition Using Evolution for Parameter Tuning. IEEE Transactions on Smart Grid
  Academic article

2014

• Marsi, Erwin; Øzturk, Pinar; Elias, Aamot. (2014) Deliverable D1.1: Literature-based Knowledge Discovery in Climate, Marine and Environmental Science. Norwegian University of Science and Technology Norwegian University of Science and Technology
  Report
• Sizov, Gleb Valerjevich; Øzturk, Pinar; Styrak, Jozef. (2014) Acquisition and Reuse of Reasoning Knowledge from Textual Cases for Automated Analysis.
  Academic chapter/article/Conference paper
• Bach, Kerstin; Gundersen, Odd Erik; Knappskog, Christian H; Øzturk, Pinar. (2014) Automatic Case Capturing for Problematic Drilling Situations.
  Academic chapter/article/Conference paper
• Marsi, Erwin; Øzturk, Pinar; Aamot, Elias; Sizov, Gleb Valerjevich; Ardelan, Murat Van. (2014) Towards Text Mining in Climate Science: Extraction of Quantitative Variables and their Relations.
  Academic chapter/article/Conference paper
• Øzturk, Pinar; Tidemann, Axel. (2014) A review of case-based reasoning in cognition-action continuum: A step toward bridging symbolic and non-symbolic artificial intelligence. Knowledge engineering review (Print)
  Academic article
• Øzturk, Pinar; Munoz-Avila, Hector; Aamodt, Agnar. (2014) Explanation of opportunities.
  Academic chapter/article/Conference paper

2013

• Sizov, Gleb Valerjevich; Øzturk, Pinar. (2013) Query-Focused Association Rule Mining for Information Retrieval.
  Academic chapter/article/Conference paper
• Tidemann, Axel; Høverstad, Boye Annfelt; Langseth, Helge; Øzturk, Pinar. (2013) Effects of scale on load prediction algorithms.
  Academic chapter/article/Conference paper
• Sizov, Gleb Valerjevich; Øzturk, Pinar. (2013) Automatic Extraction of Reasoning Chains from Textual Reports.
  Academic chapter/article/Conference paper
• Løvlid, Rikke Amilde; Øzturk, Pinar. (2013) Internal Models as Echo State Networks: Learning to Execute Arm Movements. Norges teknisk-naturvitenskapelige universitet Doktoravhandlinger ved NTNU, 1503-8181 (2013:335)
  Doctoral dissertation

2012

• Shi, Min; Downing, Keith; Aamodt, Agnar; Øzturk, Pinar. (2012) An Exploration and Optimization of Cooperative Coevolution. Norges teknisk-naturvitenskapelige universitet Doktoravhandlinger ved NTNU, 1503-8181 (2012:314)
  Doctoral dissertation
• Sizov, Gleb; Øzturk, Pinar. (2012) Mining of Association Relations in Text.
  Academic chapter/article/Conference paper

2011

• Valle, Kjetil; Øzturk, Pinar. (2011) Graph-based Representations for Text Classification.
  Academic chapter/article/Conference paper
• Øzturk, Pinar; Vulchanova, Mila Dimitrova; Martinez, Liliana Sergueeva Serbezova; Tumyr, Christian Ove Orrebakken; Kabath, David. (2011) Assessing the feature-driven nature of similarity-based sorting of verbs. POLIBITS Research Journal on Computer Science and Computer Engineering With Applications
  Academic article
• Øzturk, Pinar. (2011) Proceedings of the India-Norway Workshop on Web Concepts and Technologies 2011. Tapir Akademisk Forlag Tapir Akademisk Forlag
  Academic anthology/Conference proceedings
• Sizov, Gleb Valerjevich; Øzturk, Pinar. (2011) Evaluation Methods for Textual Case-Based Reasoning.
  Academic chapter/article/Conference paper
• Tavakolifard, Mozhgan; Almeroth, Kevin C.; Øzturk, Pinar. (2011) Subjectivity handling of ratings for Trust and Reputation systems: An Abductive Reasoning Approach. International Journal of Digital Content Technology and its Applications
  Academic article
• Prasath, Rajendra; Øzturk, Pinar. (2011) Finding Potential Seeds through Rank Aggregation of Web Searches. Lecture Notes in Computer Science (LNCS)
  Academic article
• Tavakolifard, Mozhgan; Øzturk, Pinar. (2011) Situation-based Trust Adjustment by Conditional Reasoning.
  Academic chapter/article/Conference paper
• Daramola, Olawande; Sizov, Gleb Valerjevich; Øzturk, Pinar. (2011) Improving Trust in Travel Recommendations Using a Conversational Textual CBR Framework, Tapir academic press, , pp. 15-28, 2011.
  Academic chapter/article/Conference paper

2010

• Tidemann, Axel; Øzturk, Pinar. (2010) Using Multiple Models to Imitate Drumming.
  Academic chapter/article/Conference paper
• Tidemann, Axel; Øzturk, Pinar. (2010) A self-organising multiple model architecture for motor imitation. International Journal of Intelligent Information and Database Systems
  Academic article
• Øzturk, Pinar; Røssland, Kari; Gundersen, Odd Erik. (2010) A multiagent framework for coordinated parallel problem solving. Applied intelligence (Boston)
  Academic article
• Øzturk, Pinar; Tidemann, Axel. (2010) Case-based reasoning in the cognition-action continuum.
  Academic chapter/article/Conference paper
• Øzturk, Pinar; Prasath, Rajendra; Moen, Hans. (2010) Distributed Representations to detect Higher Order Term Correlations in Textual Content. Lecture Notes in Computer Science (LNCS)
  Academic article
• Løvlid, Rikke Amilde; Øzturk, Pinar. (2010) Learning Bimanual Coordination Patterns for Rhythmic Movements. Lecture Notes in Computer Science (LNCS)
  Academic article
• Øzturk, Pinar; Prasath, Rajendra. (2010) Recognition of Higher-order Relations Among Features in Textual Cases Using Random Indexing. Lecture Notes in Computer Science (LNCS)
  Academic article
• Sizov, Gleb Valerjevich; Øzturk, Pinar; Valle, Kjetil. (2010) The Use of Game Theory in Feature Selection.
  Academic chapter/article/Conference paper
• Tavakolifard, Mozhgan; Øzturk, Pinar. (2010) Situation-aware Trust Judgment.
  Academic chapter/article/Conference paper
• Prasath, Rajendra; Øzturk, Pinar. (2010) Similarity Assessment through blocking and affordance assignment in Textual CBR. Lecture Notes in Computer Science (LNCS)
  Academic article
• Løvlid, Rikke Amilde; Øzturk, Pinar. (2010) Dancing YMCA with Delayed Sensory Feedback.
  Academic chapter/article/Conference paper

2009

• Tidemann, Axel; Øzturk, Pinar; Demiris, Yiannis. (2009) A Groovy Virtual drummer.
  Academic chapter/article/Conference paper
• Øzturk, Pinar. (2009) Levels and Types of Action Selection: The Action Selection Soup. Adaptive Behavior
  Academic article
• Tavakolifard, Mozhgan; Herrmann, Peter; Øzturk, Pinar. (2009) Analogical Trust Reasoning. IFIP Advances in Information and Communication Technology
  Academic article

2008

• Tidemann, Axel; Øzturk, Pinar. (2008) Learning Dance Movements by Imitation: A Multiple Model Approach. Lecture Notes in Computer Science (LNCS)
  Academic article

2007

• Tidemann, Axel; Øzturk, Pinar. (2007) Self-organizing Multiple Models for Imitation: Teaching a Robot to Dance the YMCA. Lecture Notes in Computer Science (LNCS)
  Academic article

2005

• Øzturk, Pinar. (2005) Modules, layers, hierarchies, and loops where artificial intelligence meets ethology and neuroscience - In context of action selection. Lecture Notes in Computer Science (LNCS)
  Academic article
• Øzturk, Pinar. (2005) Modules,Layers,Hierarchies, and Loops Where Artificial Intelligence Meets Ethology and Neuroscience - In Context of Action Selection. Lecture Notes in Computer Science (LNCS)
  Academic article

1999

• Øzturk, Pinar. (1999) Towards a knowledge-level model of context and context-use in diagnostic problems. International Journal of Applied Linguistics
  Academic article

1998

• Øzturk, Pinar; Aamodt, Agnar. (1998) A context model for knowledge-intensive case-based reasoning. International Journal of Human-Computer Studies
  Academic article