Interpretable Deep Learning using Kolmogorov-Arnold Networks for Energy Theft Detection.

Bogdan Constantin Neagu https://orcid.org/0000-0002-8413-0317

Bogdan Constantin Neagu Adi Aurelian Gugiuman Gheorghe Grigoras Attila Simo Simona Dzitac Interpretable Deep Learning using Kolmogorov-Arnold Networks for Energy Theft Detection. 2026 21 Int. J. Comput. Commun. Control 1 https://doi.org/10.15837/ijccc.2026.1.7409 db/journals/ijccc/ijccc21.html#NeaguGGSD26 streams/journals/ijccc

Claudia-Vasilica Bondar Bogdan Constantin Neagu Gheorghe Grigoras AI-Driven Multi-Objective Optimization of Power Quality Indices in MV Networks Through Strategic Remote-Controlled Switches Placement. 1-6 2025 ECAI https://doi.org/10.1109/ECAI65401.2025.11095606 conf/ecai2/2025 db/conf/ecai2/ecai2025.html#BondarNG25 Ecaterina Chelaru Gheorghe Grigoras Bogdan Constantin Neagu Stefania Galbau Clustering-Based Decision-Making Support System for Optimal Location of Electric Vehicle Charging Stations in Low-Voltage Distribution Networks. 1-6 2025 ECAI https://doi.org/10.1109/ECAI65401.2025.11095481 conf/ecai2/2025 db/conf/ecai2/ecai2025.html#ChelaruGNG25 Razvan Livadariu Gheorghe Grigoras Florina Scarlatache Bogdan Constantin Neagu Robust Methodology to Extract the Electricity Consumption Patterns of End-Users Using Data Mining Techniques. 1-6 2024 ECAI https://doi.org/10.1109/ECAI61503.2024.10607397 conf/ecai2/2024 db/conf/ecai2/ecai2024.html#LivadariuGSN24

Raj Parekh Nisarg P. Patel Rajesh Gupta 0007 Nilesh Kumar Jadav Sudeep Tanwar Abdullah Alharbi Amr Tolba Bogdan Constantin Neagu Maria Simona Raboaca GeFL: Gradient Encryption-Aided Privacy Preserved Federated Learning for Autonomous Vehicles. 1825-1839 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3233983 https://www.wikidata.org/entity/Q121788486 db/journals/access/access11.html#ParekhPGJTATNR23

Ali M. Jasim Basil H. Jasim Bogdan Constantin Neagu Bilal Naji Alhasnawi Efficient Optimization Algorithm-Based Demand-Side Management Program for Smart Grid Residential Load. 33 2023 January 12 Axioms 1 https://doi.org/10.3390/axioms12010033 db/journals/axioms/axioms12.html#JasimJNA23

Gheorghe Grigoras Maria Simona Raboaca Catalin Marian Dumitrescu Daniela Lucia Manea Traian Candin Mihaltan Violeta-Carolina Niculescu Bogdan Constantin Neagu Contributions to Power Grid System Analysis Based on Clustering Techniques. 1895 2023 February 23 Sensors 4 https://doi.org/10.3390/s23041895 db/journals/sensors/sensors23.html#GrigorasRDMMNN23

Sandeep Kumar Shilpa Rani Arpit Jain Chaman Verma Maria Simona Raboaca Zoltán Illés Bogdan Constantin Neagu Correction: Kumar et al. Face Spoofing, Age, Gender and Facial Expression Recognition Using Advance Neural Network Architecture-Based Biometric System. Sensors 2022, 22, 5160. 8825 2023 October 23 Sensors 21 https://doi.org/10.3390/s23218825 db/journals/sensors/sensors23.html#KumarRJVRIN23

Gheorghe Grigoras Bogdan Constantin Neagu Vasilica Dandea Two-Stage Framework for Steady-State Analysis of Low Voltage Electric Distribution Networks Integrating Photovoltaic Prosumers. 1-6 2023 ECAI https://doi.org/10.1109/ECAI58194.2023.10194116 conf/ecai2/2023 db/conf/ecai2/ecai2023.html#GrigorasND23 Bogdan Constantin Neagu Gheorghe Grigoras Razvan Livadariu Additional Power Losses Estimation in Harmonic Polluted LV Distribution Grid using a Ward's Hierarchical Clustering Method. 1-5 2023 ECAI https://doi.org/10.1109/ECAI58194.2023.10193906 conf/ecai2/2023 db/conf/ecai2/ecai2023.html#NeaguGL23

Sudeep Tanwar Aparna Kumari Darshan Vekaria Maria Simona Raboaca Fayez Alqahtani 0001 Amr Tolba Bogdan Constantin Neagu Ravi Sharma 0002 GrAb: A Deep Learning-Based Data-Driven Analytics Scheme for Energy Theft Detection. 4048 2022 22 Sensors 11 https://doi.org/10.3390/s22114048 db/journals/sensors/sensors22.html#TanwarKVRATNS22

Sandeep Kumar Shilpa Rani Arpit Jain Chaman Verma Maria Simona Raboaca Zoltán Illés Bogdan Constantin Neagu Face Spoofing, Age, Gender and Facial Expression Recognition Using Advance Neural Network Architecture-Based Biometric System. 5160 2022 22 Sensors 14 https://doi.org/10.3390/s22145160 https://www.wikidata.org/entity/Q116741931 db/journals/sensors/sensors22.html#KumarRJVRIN22

Florin-Constantin Baiceanu Cosmin-Florin Acsinte Ovidiu Ivanov Ciprian-Mircea Nemes Bogdan Constantin Neagu A Load Shedding Approach for Islanded Operation in Industrial Electrical Systems. 1-6 2022 ECAI https://doi.org/10.1109/ECAI54874.2022.9847448 conf/ecai2/2022 db/conf/ecai2/ecai2022.html#BaiceanuAINN22 Ecaterina Chelaru Gheorghe Grigoras Livia Noroc Bogdan Constantin Neagu Ovidiu Ivanov An Efficient Integration Strategy of the Prosumers in the Active Electric Distribution Networks. 1-6 2022 ECAI https://doi.org/10.1109/ECAI54874.2022.9847516 conf/ecai2/2022 db/conf/ecai2/ecai2022.html#ChelaruGNNI22 Stefania Galbau Gheorghe Grigoras Bogdan Constantin Neagu Florina Scarlatache Dorin Lucache Vlad Hustiuc Characterization of the Power Quality in the Electric Distribution Networks Using Data Mining with K-Means Clustering. 131-136 2022 ICSC https://doi.org/10.1109/ICSC57768.2022.9993865 conf/icsc2/2022 db/conf/icsc2/icsc2022.html#GalbauGNSLH22

Alexandru Kriukov Mihai Gavrilas Ovidiu Ivanov Gheorghe Grigoras Bogdan Constantin Neagu Florina Scarlatache Novel Decentralized Voltage-Centered EV Charging Control Algorithm Using DSRC System in Low Voltage Distribution Networks. 164779-164800 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3132419 db/journals/access/access9.html#KriukovGIGNS21

Vasilica Dandea Gheorghe Grigoras Bogdan Constantin Neagu Florina Scarlatache A Clustering-based Knowledge Extraction Methodology for Prosumers' Classification and Injected Power Profiles Grouping. 1-6 2021 ECAI https://doi.org/10.1109/ECAI52376.2021.9515042 conf/ecai2/2021 db/conf/ecai2/ecai2021.html#DandeaGNS21 Razvan Garbea Florina Scarlatache Gheorghe Grigoras Bogdan Constantin Neagu Integration of Data Mining Techniques in SCADA System for Optimal Operation of Hydropower Plants. 1-6 2021 ECAI https://doi.org/10.1109/ECAI52376.2021.9515045 conf/ecai2/2021 db/conf/ecai2/ecai2021.html#GarbeaSGN21 Bogdan Constantin Neagu Gheorghe Grigoras A Fair Load Sharing Approach Based on Microgrid Clusters and Transactive Energy Concept. 1-4 2020 ECAI https://doi.org/10.1109/ECAI50035.2020.9223231 conf/ecai2/2020 db/conf/ecai2/ecai2020.html#NeaguG20 Ovidiu Ivanov Bogdan Constantin Neagu Gheorghe Grigoras Mihai Gavrilas Capacitor Banks Placement Optimization Improvement Using the Sperm Whale Algorithm. 1-4 2019 ECAI https://doi.org/10.1109/ECAI46879.2019.9042117 conf/ecai2/2019 db/conf/ecai2/ecai2019.html#IvanovNGG19 Bogdan Constantin Neagu Gheorghe Grigoras Uncertainty-Based Decision Making in the Planning of Electric Transmission Networks. 1-4 2019 ECAI https://doi.org/10.1109/ECAI46879.2019.9042046 conf/ecai2/2019 db/conf/ecai2/ecai2019.html#NeaguG19 Eugen Hopulele Radu-Dumitru Pentiuc Mihai Gavrilas Bogdan Constantin Neagu Optimizing the operation of a trigeneration system designed to meet energy requirements for a consumer. 1-5 2019 ISGT Europe https://doi.org/10.1109/ISGTEurope.2019.8905655 conf/isgteurope/2019 db/conf/isgteurope/isgteurope2019.html#HopulelePGN19 Bogdan Constantin Neagu Mihai Gavrilas Radu-Dumitru Pentiuc Eugen Hopulele Optimal Placement of Energy Storage Systems in Microgrids Using a PSO based Approach. 1-5 2019 ISGT Europe https://doi.org/10.1109/ISGTEurope.2019.8905557 conf/isgteurope/2019 db/conf/isgteurope/isgteurope2019.html#NeaguGPH19 Bogdan Constantin Neagu Gheorghe Grigoras Florina Scarlatache Influence of Outliers on Transformer Power Losses Estimation Using a Statistical Based Data Mining Approach. 1-4 2018 ECAI https://doi.org/10.1109/ECAI.2018.8679002 conf/ecai2/2018 db/conf/ecai2/ecai2018.html#NeaguGS18 Bogdan Constantin Neagu Ovidiu Ivanov Mihai Gavrilas Voltage profile improvement in distribution networks using the whale optimization algorithm. 1-6 2017 ECAI https://doi.org/10.1109/ECAI.2017.8166465 conf/ecai2/2017 db/conf/ecai2/ecai2017.html#NeaguIG17 Florina Scarlatache Gheorghe Grigoras Bogdan Constantin Neagu Clustering based data mining in wind power production. 1-6 2017 ECAI https://doi.org/10.1109/ECAI.2017.8166503 conf/ecai2/2017 db/conf/ecai2/ecai2017.html#ScarlatacheGN17 Gheorghe Grigoras Bogdan Constantin Neagu Florina Scarlatache Romeo-Cristian Ciobanu Identification of pilot nodes for secondary voltage control using K-means clustering algorithm. 106-110 2017 ISIE https://doi.org/10.1109/ISIE.2017.8001231 conf/isie/2017 db/conf/isie/isie2017.html#GrigorasNSC17 Bogdan Constantin Neagu Gheorghe Grigoras Florina Scarlatache Power losses estimation in harmonic polluted LV distribution networks with a fuzzy approach. 1-6 2016 ECAI https://doi.org/10.1109/ECAI.2016.7861106 conf/ecai2/2016 db/conf/ecai2/ecai2016.html#NeaguGS16 Florina Scarlatache Gheorghe Grigoras Bogdan Constantin Neagu Decision making methodology based on fuzzy logic in optimal DG location. 1-4 2016 ECAI https://doi.org/10.1109/ECAI.2016.7861181 conf/ecai2/2016 db/conf/ecai2/ecai2016.html#ScarlatacheGN16 Bogdan Constantin Neagu Gheorghe Grigoras Assessment of slow voltage variations from the electric distribution systems with fuzzy techniques. 2015 ECAI https://doi.org/10.1109/ECAI.2015.7301253 conf/ecai2/2015 db/conf/ecai2/ecai2015.html#NeaguG15 Cosmin-Florin Acsinte Abdullah Alharbi Bilal Naji Alhasnawi Fayez Alqahtani 0001 Florin-Constantin Baiceanu Claudia-Vasilica Bondar Ecaterina Chelaru Romeo-Cristian Ciobanu Vasilica Dandea Catalin Marian Dumitrescu Simona Dzitac Stefania Galbau Razvan Garbea Mihai Gavrilas Gheorghe Grigoras Adi Aurelian Gugiuman Rajesh Gupta 0007 Eugen Hopulele Vlad Hustiuc Zoltán Illés Ovidiu Ivanov Nilesh Kumar Jadav Arpit Jain Ali M. Jasim Basil H. Jasim Alexandru Kriukov Sandeep Kumar Aparna Kumari Razvan Livadariu Dorin Lucache Daniela Lucia Manea Traian Candin Mihaltan Ciprian-Mircea Nemes Violeta-Carolina Niculescu Livia Noroc Raj Parekh Nisarg P. Patel Radu-Dumitru Pentiuc Maria Simona Raboaca Shilpa Rani Florina Scarlatache Ravi Sharma 0002 Attila Simo Sudeep Tanwar Amr Tolba Darshan Vekaria Chaman Verma