Forecasting Stock Exchange Movements Using Artificial Neural Network Models and Hybrid Models. - Erkam Güresen; Gülgün Kayakutlu (IIP, 2008)

Developing Oregon's renewable energy portfolio using fuzzy goal programming model. - Tugrul U. Daim; Gülgün Kayakutlu; Kelly Cowan (Comput. Ind. Eng., 2010)

Scenario analysis using Bayesian networks: A case study in energy sector. - Didem Çinar; Gülgün Kayakutlu (Knowl. Based Syst., 2010)

Using artificial neural network models in stock market index prediction. - Erkam Güresen; Gülgün Kayakutlu; Tugrul U. Daim (Expert Syst. Appl., 2011)

Fuzzy cognitive mapping in factor elimination: A case study for innovative power and risks. - Ayça Altay; Gülgün Kayakutlu (WCIT, 2011)

Definition of artificial neural networks with comparison to other networks. - Erkam Güresen; Gülgün Kayakutlu (WCIT, 2011)

Collective Intelligence for Evaluating Synergy in Collaborative Innovation. - Ayça Altay; Gülgün Kayakutlu (AI4KM@ECAI, 2012)

From Knowledge worker to Knowledge Cultivator-effective dynamics . - Gülgün Kayakutlu; Eunika Mercier-Laurent (FedCSIS, 2012)

Intelligent Association Rules for Innovative SME Collaboration. - Gülgün Kayakutlu; Irem Duzdar; Eunika Mercier-Laurent (FedCSIS, 2014)

Intelligent Association Rules for Innovative SME Collaboration. - Gülgün Kayakutlu; Irem Duzdar; Eunika Mercier-Laurent; Bahar Sennaroglu (AI4KM@FedCSIS, 2014)

Patent value analysis using support vector machines. - Secil Ercan; Gülgün Kayakutlu (Soft Comput., 2014)

Assessment of lean manufacturing effect on business performance using Bayesian Belief Networks. - Gülçin Büyüközkan; Gülgün Kayakutlu; Ibrahim S. Karakadilar (Expert Syst. Appl., 2015)

Innovation in Energy: Dissemination of Energy Culture Via Serious Gaming. - Esra Çaliskan; Gülgün Kayakutlu; Vehbi Tufan Koç (FedCSIS (Position Papers), 2016)

Churn Detection and Prediction in Automotive Supply Industry. - Hasan Can Karapinar; Ayça Altay; Gülgün Kayakutlu (FedCSIS, 2016)

Evaluating Business Success Through Social Media Strategies Using AHP. - Mervegül Toglukdemir; Elif Tuygan; Hasan Efe Yesil; Gülgün Kayakutlu (FedCSIS, 2016)

Segmentation of Social Network Users in Turkey. - Mahmut Ali Özkuran; Gülgün Kayakutlu (AI4KM@IJCAI, 2016)

A Partheno-Genetic Algorithm for Dynamic 0-1 Multidimensional Knapsack Problem. - Ali Nadi Ünal; Gülgün Kayakutlu (RAIRO Oper. Res., 2016)

AI Classification in Collaboration for Innovation of Electric Motors of Household Appliances. - Asuman Firat; Gülgün Kayakutlu (AI4KM@IJCAI, 2018)

Predicting Power Deviation in the Turkish Power Market Based on Adaptive Factor Impacts. - Denizhan Guven; Avni Ozozen; Gülgün Kayakutlu; Mehmet Özgür Kayalica (AI4KM@IJCAI, 2020)

Analysing Natural Gas Prices for Turkey in the Light of a Possible Hub. - Hakan Nalbant; Mehmet Özgür Kayalica; Gülgün Kayakutlu; Gizem Kaya Aydin (AI4KM@IJCAI, 2020)

Deep Reinforced Learning for the Governance of a Sample Microgrid. - Berkay Gür; Gülgün Kayakutlu (AI4KMES@IJCAI, 2021)

Renewable Energy Investment Decision Evaluation for Local Authorities. - Ecem Turkoglu; Uner Colak; Gülgün Kayakutlu; Irem Duzdar Argun (AI4KMES@IJCAI, 2021)

Merging Grid Technology with Oil Fields Power Distribution: A Smart Grid Approach. - Omar Khaled Fadhl Ali Al-Eryani; Gülgün Kayakutlu; Zeynep Bektas; Mehmet Özgür Kayalica (ECAI Workshops (2), 2023)

Technology Assessment of Hydrogen Storage: Cases Enabling the Clean Energy Transition. - Sovana Qudaih; Zeynep Bektas; Denizhan Guven; Gülgün Kayakutlu; Mehmet Özgür Kayalica (IEEE Trans. Engineering Management, 2024)

Multi-Agent Energy Market Simulations With Machine Learning Integration: A Systematic Literature Review. - Burak Gokce; Gülgün Kayakutlu (IEEE Access, 2025)

Power Production by Using the Hydroelectric Power Plants and Cost Effect on Electricity Market in Türkiye. - Irem Duzdar Argun; Emre Uz; Gülgün Kayakutlu; Mehmet Özgür Kayalica (Oper. Res. Forum, 2025)