Ramanpreet Kaur

raman@e5.ijs.si · +386 1 477 37 33

Izbrane publikacije 40

• Ramanpreet Kaur, Dušan Gabrijelčič. Performance of missing data imputation methods for electricity consumption time series data : a comparative study. Electric power systems research. 2027. DOI

• Praveen Kumar, Shilpi Verma, Ramanpreet Kaur. A data-driven perspective on CO [sub] 2 conversion : machine learning for catalytic hydrogenation to methanol. Catalysis today. 2026. DOI
• Ramanpreet Kaur, Dušan Gabrijelčič. From crisis to persistence : analyzing electricity price volatility in Slovenia during the COVID-19, Russia-Ukraine war, and renewable energy integration. Sustainable energy technologies and assessments. 2026. DOI

• Susmita Das, Snehal Moon, Ramanpreet Kaur, Gaurav Sharma, Praveen Kumar, Urška Lavrenčič Štangar. Artificial neural network modeling of photocatalytic degradation of pollutants : a review of photocatalyst, optimum parameters and model topology. Catalysis reviews: science and engineering. 2025. DOI
• Ramanpreet Kaur, Tomaž Klobučar, Dušan Gabrijelčič. Harnessing the power of language models in cybersecurity : a comprehensive review. International journal of information management data insights. 2025. DOI
• Ramanpreet Kaur, Tomaž Klobučar, Dušan Gabrijelčič. Adoption of artificial intelligence in cybersecurity for organizations : barriers and roadmap. IETE technical review. 2025. DOI
• Tomaž Klobučar, Ramanpreet Kaur, Dušan Gabrijelčič. Applications and challenges of artificial intelligence for cybersecurity. World Journal of Information Systems. 2025. DOI
• Ramanpreet Kaur, Dušan Gabrijelčič. Electricity price volatility in Slovenia during crises and energy transition : an EGARCH-X approach. Objavljeni povzetek znanstvenega prispevka na konferenci. 2025.
• Praveen Kumar, Ramanpreet Kaur, Urška Lavrenčič Štangar. Synthesis of dimethyl carbonate from CO [sub] 2 using CeO [sub] 2-based catalysts : an optimization study with artificial neural network modeling. Objavljeni povzetek znanstvenega prispevka na konferenci. 2025.

• Tomaž Klobučar, Ramanpreet Kaur, Dušan Gabrijelčič. Artificial Intelligence for cybersecurity : use cases and country perspective. Lecture notes in networks and systems. 2024. DOI
• Praveen Kumar, Ramanpreet Kaur, Shilpi Verma, Seema Singh, Urška Lavrenčič Štangar. Tuning the catalytic active sites of TiO [sub] 2/CeO [sub] 2 interactions to improve oxygen vacancy and lattice parameters for CO [sub] 2 conversion to green fuel additive. Catalysis today. 2024. DOI
• Seema Singh, Ramanpreet Kaur, Nitin Kumar Agrawal. Ethical considerations in AI-Driven wastewater treatment. The AI Cleanse. 2024. DOI
• Praveen Kumar, Ramanpreet Kaur, Urška Lavrenčič Štangar. Enhancing oxygen vacancies in TiO [sub] 2/CeO [sub] 2 interactions for improved CO [sub] 2 conversion to alternative fuel additives : application of artificial neural networks. Objavljeni povzetek znanstvenega prispevka na konferenci. 2024.
• Ramanpreet Kaur. Use cases of AI for cybersecurity : New Technologies and Cybersecurity : WB3C Training, 5-8 November 2024, Podgorica, Montenegro. Prispevek na konferenci brez natisa. 2024.

• Praveen Kumar, Ramanpreet Kaur, Shilpi Verma, Urška Lavrenčič Štangar. Catalytic hydrogenolysis over Cu-based oxide derived from hydrotalcite-like structured materials : reaction condition optimization and artificial neural network modelling. Applied clay science. 2023. DOI
• Mohammad Nasir, Praveen Kumar, Vimal Chandra Srivastava, Shilpi Verma, Ramanpreet Kaur, Indra Deo Mall, Urška Lavrenčič Štangar. Synthesis of bio-based materials from agricultural residues for treatment of petrochemical wastewater. Clean technologies and environmental policy. 2023. DOI
• Ramanpreet Kaur, Dušan Gabrijelčič, Tomaž Klobučar. Artificial intelligence for cybersecurity : literature review and future research directions. Information fusion. 2023. DOI
• Tomaž Klobučar, Ramanpreet Kaur, Dušan Gabrijelčič. Umetna inteligenca za kibernetsko varnost. Objavljeni znanstveni prispevek na konferenci. 2023.
• Shilpi Verma, Mamleshwar Kumar, Ramanpreet Kaur, Praveen Kumar, Mika Sillanpää, Urška Lavrenčič Štangar. Comprehensive study of the kinetics of combustion and pyrolysis of petrochemical sludge : experimentation and application of artificial neural network. Journal of analytical and applied pyrolysis. 2023. DOI
• Praveen Kumar, Ramanpreet Kaur, Shilpi Verma, Urška Lavrenčič Štangar. Catalytic conversion of CO [sub] 2 to DMC using CeO [sub] 2-based catalysts : optimization study and artificial neural network modelling. Objavljeni povzetek znanstvenega prispevka na konferenci. 2023.
• Igor Kovač, Tomaž Klobučar, Ramanpreet Kaur, Dušan Gabrijelčič. Understanding AI in an era of great power politics. The national interest. 2023.

• Ramanpreet Kaur, Dušan Gabrijelčič, Tomaž Klobučar. Churn handling strategies to support dependable and survivable structured overlay networks. IETE Technical Review. 2022. DOI
• Ramanpreet Kaur. Hidden Markov model for short term churn forecast in the structured overlay networks. Multimedia tools and applications. 2022. DOI
• Praveen Kumar, Shilpi Verma, Ramanpreet Kaur, Josipa Papac, Hrvoje Kušić, Urška Lavrenčič Štangar. Enhanced photo-degradation of N-methyl-2-pyrrolidone (NMP) : influence of matrix components, kinetic study and artificial neural network modelling. Journal of hazardous materials. 2022. DOI
• Ramanpreet Kaur, Dušan Gabrijelčič. Behavior segmentation of electricity consumption patterns : a cluster analytical approach. Knowledge-based systems. 2022. DOI
• Praveen Kumar, Shilpi Verma, Ramanpreet Kaur, Urška Lavrenčič Štangar. Study of the influence of water matrix components on the degradation of N-methyl-2-pyrrolidone by UV/PMS and application of ANN modelling. Objavljeni povzetek znanstvenega prispevka na konferenci. 2022.
• Tomaž Klobučar, Ramanpreet Kaur, Dušan Gabrijelčič. Umetna inteligenca za kibernetsko varnost. Končno poročilo o rezultatih raziskav. 2022.

• Praveen Kumar, Lev Matoh, Ramanpreet Kaur, Urška Lavrenčič Štangar. Synergic effect of manganese oxide on ceria based catalyst for direct conversion of CO [sub] 2 to green fuel additive : catalyst activity and thermodynamics study. Fuel. 2021. DOI
• Ramanpreet Kaur, Tomaž Klobučar, Dušan Gabrijelčič. Privacy in online social networks : threat analysis and countermeasures. Samostojni znanstveni sestavek ali poglavje v monografski publikaciji. 2021.

• Praveen Kumar, Ramanpreet Kaur, Shilpi Verma, Vimal Chandra Srivastava, Indra Mani Mishra. The preparation and efficacy of SrO/CeO [sub] 2 catalysts for the production of dimethyl carbonate by transesterification of ethylene carbonate. Fuel. 2018. DOI

• Ramanpreet Kaur, Armit Lal Sangal, Krishan Kumar. Modeling and simulation of adaptive Neuro-fuzzy based intelligent system for predictive stabilization in structured overlay networks. Engineering science and technology, an international journal. 2017. DOI
• Ramanpreet Kaur, Armit Lal Sangal, Krishan Kumar. Overlay based defensive architecture to survive DDoS : a comparative study. Journal of high speed networks. 2017. DOI
• Ramanpreet Kaur, Armit Lal Sangal, Krishan Kumar. Churn handling strategies for structured overlay networks : a survey. Multiagent and grid systems. 2017. DOI

• Ramanpreet Kaur, Armit Lal Sangal, Krishan Kumar. A persistent structured hierarchical overlay network to counter intentional churn attack. Journal of Computer Networks and Communications (Online). 2016. DOI
• Ramanpreet Kaur, Armit Lal Sangal, Krishan Kumar. Performance analysis of predictive stabilization for churn handling in structured overlay networks. Objavljeni znanstveni prispevek na konferenci. 2016. DOI

• Ramanpreet Kaur, Armit Lal Sangal, Krishan Kumar. Analysis of different churn models in chord based overlay networks.". Objavljeni znanstveni prispevek na konferenci. 2014.
• Ramanpreet Kaur, Armit Lal Sangal, Krishan Kumar. Modeling and simulation of DDoS attack using omnet++. Objavljeni znanstveni prispevek na konferenci. 2014.

• Ramanpreet Kaur, Armit Lal Sangal, Krishan Kumar. MAC based multicast source authentication. International journal of computer applications. 2012. DOI
• Ramanpreet Kaur, Armit Lal Sangal, Krishan Kumar. Secure Overlay Services (SOS) : a critical analysis. Objavljeni znanstveni prispevek na konferenci. 2012.

• Harsh Verma, Ramanpreet Kaur, Raman Kumar. Random sample audio watermarking algorithm for compressed wave files. International journal of computer science and network security. 2009.

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Mentorstva 1

• Davud Topalović. Internet of things-based residential building thermal model identification using neural differential equations : master thesis = Identifikacija toplotnega modela stanovanjske hiše na podlagi interneta stvari z uporabo nevronskih diferencialnih enačb : magistrsko delo. Magistrsko delo. 2024.

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