Browsing NTNU Open by Author "Øzturk, Pinar"
Now showing items 1-19 of 19
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Acquisition and Reuse of Reasoning Knowledge from Textual Cases for Automated Analysis
Sizov, Gleb Valerjevich; Øzturk, Pinar; Styrak, Jozef (Journal article, 2009)Analysis is essential for solving complex problems such as diagnosing a patient, investigating an accident or predicting the outcome of a legal case. It is a non-trivial process even for human experts. To assist experts ... -
Air Quality Prediction with Machine Learning
Lepperød, Andreas Jacobsen (Master thesis, 2019)I de senere år har luftkvalitet blitt et betydelig miljø- og helseproblem på grunn av rask urbanisering og industrialisering. På grunn av den påvirkning luftkvaliteten har på alles hverdag er nøyaktige observasjoner og ... -
An Exploration of Bias and Fairness in Algorithmic Decision-Making Systems
Jacobsen, Gunnar Strand (Master thesis, 2020)Algoritmiske beslutningssystemer benyttes både i offentlig og privat sektor, blant annet til behandling av lånesøknader, ved høyskoleopptak, ansettelser, til å bestemme hvem som skal få medisinsk behandling, og i domstolene. ... -
Case-Based Reasoning for Decision Support in Search and Rescue
Storvik, May Helen Robertsen (Master thesis, 2020)Hovedredningssentralen (HRS) har hovedansvaret i Norge for å koordinere søks- og rednings (SAR) aksjoner på sjø, land og i luft. SAR tjenester hjelper mennesker som befinner seg i en nødssituasjon ved å redde liv, hvor ... -
Climate change opinions in online debate sites
Groza, Adrian; Øzturk, Pinar; Slavescu, Radu Razvan; Marginean, Anca (Peer reviewed; Journal article, 2020)Debate sites in social media provide a unified platform for citizens to discuss controversial questions and to put forward their ideas and arguments on the issues of common interest. Opinions of citizens may provide useful ... -
DecentParking: Incentivizing Decentralized Crowdsourced Data Sharing
Lie, Ken Siva; Johansen, Alf (Master thesis, 2019)Tiden det tar å lete etter en parkeringsplass er dyrt for sjåførene og samfunnet. Det skaper mer forurensning, mindre produktivitet, og tar opp mer byplass enn nødvendig [42]. Denne oppgaven presenterer en løsning som ... -
Decision Support System For Social Benefit Support Using Case-Based Reasoning
Odden, Christian (Master thesis, 2019)Bruk av skjønn er viktig i evalueringen av økonomisk sosialhjelpsøknader siden en helhetsvurdering av de individuelle behovene til søkeren må gjennomføres. Bruken av skjønn kan gjøre at saksbehandlerne sin subjektivitet ... -
Deliverable D1.5: Source Code and Interface of LKDB Software
Marsi, Erwin; Øzturk, Pinar; Barik, Biswanath (Research report, 2016-12-20) -
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
Giordanengo, Alain; Øzturk, Pinar; Hansen, Anne Helen; Årsand, Eirik; Grøttland, Astrid; Hartvigsen, Gunnar (Journal article; Peer reviewed, 2018)Background: Patients with diabetes use an increasing number of self-management tools in their daily life. However, health institutions rarely use the data generated by these services mainly due to (1) the lack of data ... -
En blokkjede basert Desentralisert Data Delings Platform for neste generasjons internet
Kittelsen, Håvard; Notland, Jakob Svennevik (Master thesis, 2019)Utfordringen med datadeling i dag er at data samles i siloer under forskjellige sentrale applikasjoner der tjenesteeierselskapene er beslutningstakere for dataene. Man kan hevde at internett i dag er ødelagt fordi Data ... -
Event Causality Extraction from Natural Science Literature
Barik, Biswanath; Marsi, Erwin; Øzturk, Pinar (Journal article, 2016)We aim to develop a text mining framework capable ofidentifying and extractingcausal dependenciesamongchanging variables(orevents) from scientific publications in the cross-disciplinary field ofoceanographic ... -
F-CBR: An Architecture for Federated Case-Based Reasoning
Jaiswal, Amar; Yigzaw, Kassaye Yitbarek; Øzturk, Pinar (Journal article; Peer reviewed, 2022)Case-based reasoning (CBR) is a problem-solving methodology in artificial intelligence that attempts to solve new problems using past experiences known as cases. Experiences collected in a single case base from an institution ... -
Flood prediction using machine learning models: Literature review
Mosavi, Amir; Øzturk, Pinar; Chau, Kwok-wing (Journal article; Peer reviewed, 2018)Floods are among the most destructive natural disasters, which are highly complex to model. The research on the advancement of flood prediction models contributed to risk reduction, policy suggestion, minimization of the ... -
Individual Fairness in Machine Learning
Hadziomerovic, Miran (Master thesis, 2021)Denne oppgaven undersøker metoder for å oppdage bias for datasett og bruke et saksbasert resonnementsystem konstruert ved hjelp av automatiserte vektberegninger for å sikre individuell rettferdighet. Kunstig intelligens ... -
Investigating the Cost of Fairness in Automated Decision-Making Systems
Johnsen, Pernille (Master thesis, 2020)I denne masteroppgaven undersøker vi bruken av multi-objektiv optimalisering (multi-objective optimization) og Pareto fronter for å utforske konsekvensen rettferdighet kan ha på riktigheten i automatiske beslutningssystemer. ... -
Rule-Based Reasoning for Decision Support in Search and Rescue
Iqbal, Maria (Master thesis, 2021)Implementation of Artificial Intelligence (AI) can revolutionize search and rescue (SAR) missions by generating profound situational awareness and prosecutable information for the first responders. This thesis, as part of ... -
Selling artifical intelligence services to smart contracts
Jonassen, Alexander Alf Daae (Master thesis, 2019)Nylig lansert åpen kildekode blokkjede mellomvareteknologi kalt Chainlink har gjort det mulig å enkelt kombinere og koble smarte kontrakter sammen med eksterne systemer med varierende grad av sikkerhet og pålitelighet. ... -
Simulating stakeholder behavior in a marine setting: Integrated coastal zone planning and the influential power of selected stakeholders in Frøya, Norway
Tiller, Rachel Gjelsvik; Svalestuen, Yngve; Øzturk, Pinar; Tidemann, Axel (Journal article; Peer reviewed, 2015)Aquaculture expansion is a political priority in Norway, despite simmering conflicts, and competing claims. We expand on this hypothesis and analyze the Norwegian governance system by adding stakeholder theory in case of ... -
Towards Text Mining in Climate Science:Extraction of Quantitative Variables and their Relations
Marsi, Erwin; Øzturk, Pinar; Aamot, Elias; Sizov, Gleb Valerjevich; Ardelan, Murat Van (Chapter, 2014)This paper addresses text mining in the cross disciplinary fields of climate science, marine science and environmental science. It is motivated by the desire for literature-based knowledge discovery from scientific ...