Cercetare Centre de cercetare Laborator de Sisteme inteligente distribuite
Grupul / laboratorul de cercetare Sisteme Intelligente Distribuite – IDS
 
 
http://ids.software.ucv.ro/

 

Director

Prof. univ. dr. ing. Costin BĂDICĂ: n. 19.02.1966, Craiova, Dolj. Profesor doctor inginer la Universitatea din Craiova, Facultatea de Automatică, Calculatoare şi Electronică, Director al Şcolii Doctorale „Constantin Belea” Facultatea de Automatică, Calculatoare şi Electronică, Universitatea din Craiova din 2012, Membru asociat Academia de Științe Tehnice din România (ASTR) din 2024, Secţia: Tehnologia Informatiei şi Comunicaţiilor, Calculatoare şi Telecomunicaţii, Co-Chair al Technical Committee on Computational Collective Intelligence, IEEE SMC Society, premiul „Most Active SMC Technical Committee Award” ȋn Cybernetics pentru TC on Computational Collective Intelligence acordat de IEEE SMC Society ȋn 2021 şi 2024, membru ȋn colectivul editorial al  revistelor: Computer Science and Information Systems. ComSIS. ISSN 1820-0214, System Theory, Control and Computing Journal. ISSN: 2810–4099, Cybernetics and Information Technologies (CIT). The Journal of Institute of Information and Communication Technologies of Bulgarian Academy of Sciences. eISSN1314-4081, Simulation Modelling Practice and Theory, ISSN 1569-190X (WoS), Vietnam Journal of Computer Science, ISSN (print): 2196-8888 | ISSN (online): 2196-8896, membru fondator al conferinţei internaţionale IDC (Intelligent Distributed Systems) – 2007, domenii de interes: inteligenţă artificială, sisteme multi-agent, sisteme distribuite, inginerie software.

 

Membrii grupului

  • Conf. univ. dr. ing. Sorin ILIE
  • Șef lucrări dr. ing. Alexandru BECHERU
  • Șef lucrări dr. ing. Ionuţ-Dorinel MURAREȚU
  • Asist. univ. dr. Alexandra VULTUREANU-ALBIȘI
  • Asist. univ. drd. ing. Elena-Ruxandra LUȚAN
  • Asist. univ. drd. ing. Andrei ANDREIANA
  • Drd. ing. Daniel-Costel BOULEANU
  • Drd. ing. Gabriel NEDIANU

 

Colaboratori externi

  • Prof.dr. Marcin Paprzycki
  • Prof.dr. Mirjana Ivanović
  • Prof.dr. Maria Ganzha
  • Prof.dr. Alexandru Popa
  • Prof.dr.ing. Florin Leon
  • Prof.dr.ing. Giancarlo Fortino
  • Prof.dr. Ngoc Than Nguyen
  • Prof.dr. Doina Logofatu

 

 Tematica abordată urmăreşte, ȋn sens larg, sinergiile dintre:

  • Calculul inteligent bazat pe metode şi tehnici de Inteligenţă Artificială, Agenţi Inteligenţi, Ȋnvăţare Automată
  • Calculul distribuit bazat pe componente cuplate slab pe calculatoare interconectate ȋn reţea care comunică şi se coordonează prin transfer de mesaje

 Metode folosite

  • Ingineria programării orientată pe agenţi
  • Reprezentarea proceselor
  • Arhitecturi orientate pe servicii
  • Raţionament şi reprezentarea cunoştinţelor
  • Ȋnvăţare automată
  • Analiza datelor
  • Extragerea informaţiei
  • Sisteme de recomandare
  • Optimizare computaţională
  • Procesarea limbajului natural

 

Aplicaţii, investigații și servicii oferite pe următoarele direcții:

  • Negociere automată
  • Managementul crizelor şi dezastrelor
  • Analiza sentimentelor
  • Logistică şi transporturi
  • Piaţa de muncă
  • Internetul obiectelor
  • Ȋnvăţare federată sigură şi descentralizată

 

Proiecte

  1. Novel Methods for the Development of Distributed Systems, Bilateral project with Systems Research Institute, Polish Academy of Sciences, 2019-2020 (travel budget for exchange visits, team member)
  2. E-DRIVE-TOUR: bEyonD the boRder of electrΙc VEhicles: an advanced inTeractive cOURse, Erasmus+ Programme, Knowledge Alliances, PROJECT NUMBER: 612522-EPP-1-2019-1-EL-EPPKA2-KA (partner director 2020-2022 (Total grant: 724.583 EUR, UCV Budget: 73.612 EUR)
  3. SMARTSEA: Surveying & MARiTime internet of thingS EducAtion, Erasmus+ Programme, Knowledge Alliances, PROJECT NUMBER: 612198-EPP-1-2019-1-ES-EPPKA2-KA  (Member of Advisory Board)
  4. Bridging the Gap. An AI-enabled versatile skill matching tool to assist the less privileged. (Erasmus+ KA220-YOU-000028780) (partner director 2022-2023 (Total grant: 249.796 EUR, UCV Budget: 54.974 EUR)
  5. Intelligent Distributed Systems and Applications, Bilateral project with Systems Research Institute, Polish Academy of Sciences, 2023-2025
  6. BIP Erasmus project, Internet of Things Applications in Underwater Survey, project number 2021-1-EL01-KA131-HED-000005065-1, 25.09 – 7.10.2023. Colaborare cu International Hellenic University
  7. BIP Erasmus project, Artificial Intelligence application for underwater object recognition, număr 2022-1-EL01-KA131-HED-000054934, 1.07 – 13.07.2024. Colaborare cu International Hellenic University
  8. BIP Erasmus project, Remotely Operated Underwater Vehicles and Artificial Intelligence for Environmental Measurements, număr 2024-1-EL01-KA131-HED-000210482, 05.05 – 15.05.2025. Colaborare cu International Hellenic University

 

Publicaţii relevante in reviste indexate WoS (2020-2024)

  1. Wrona, Zofia, Maria Ganzha, Marcin Paprzycki, Wiesław Pawłowski, Angelo Ferrando, Giacomo Cabri, and Costin Bădică. 2024. "Comparison of Multi-Agent Platform Usability for Industrial-Grade Applications" Applied Sciences 14, no. 22: 10124. https://doi.org/10.3390/app142210124
  2. Murarețu, Ionuț, and Costin Bădică. 2024. "Optimal Agent-Based Pickup and Delivery with Time Windows and Electric Vehicles" Applied Sciences 14, no. 17: 7528. https://doi.org/10.3390/app14177528
  3. Andras Ferenczi, Costin Badica (2024), Prediction of Ethereum gas prices using DeepAR and probabilistic forecasting. J. Inf. Telecommun. 8(1): 18-32  https://doi.org/10.1080/24751839.2023.2250113
  4. Andras Ferenczi, Costin Badica (2024), Fully decentralized privacy-enabled Federated Learning system based on Byzantine-resilient consensus protocol. Simul. Model. Pract. Theory 136: 102987 https://doi.org/10.1016/j.simpat.2024.102987
  5. Andras Ferenczi, Costin Badica, Optimization of IOTA Tangle Cumulative Weight Calculation Using Depth-First and Iterative Deepening Search Algorithms. Vietnam. J. Comput. Sci. (2024), 11(2): 301-321 https://doi.org/10.1142/S2196888824500027
  6. Costin Badica, Alexandru Popa, Exact and approximation algorithms for synthesizing specific classes of optimal block-structured processes. Simul. Model. Pract. Theory (2023) 127: 102777, https://doi.org/10.1016/j.simpat.2023.102777
  7. Amelia Badica, Costin Badica, Ion Buligiu, Liviu Ion Ciora: Exploring the Blocks World state space. Concurr. Comput. Pract. Exp. 34(14) (2022) DOI: https://doi.org/10.1002/cpe.6472   WOS:000673966500001
  8. Alexandra Vultureanu-Albisi, Costin Badica: A survey on effects of adding explanations to recommender systems. Concurr. Comput. Pract. Exp. 34(20) (2022)  DOI: https://doi.org/10.1002/cpe.6834   WOS:000744329000001 
  9. Elie Saad, Marcin Paprzycki, Maria Ganzha, Amelia Badica, Costin Badica, Stefka Fidanova, Ivan Lirkov, Mirjana Ivanovic: Generalized Zero-Shot Learning for Image Classification - Comparing Performance of Popular Approaches. Information 13(12): 561 (2022) DOI: https://doi.org/10.3390/info13120561   WOS:000902745400001
  10. 10.    Apoki, Ufuoma Chima, Hussein, Aqeel M. Ali, Al-Chalabi, Humam K. Majeed, Badica, Costin, Mocanu, Mihai L., The Role of Pedagogical Agents in Personalised Adaptive Learning: A Review, Sustainability 14(11), 10.3390/su14116442 WOS:000808762400001
  11. 11.    Dumitru Daniel Vecliuc, Florin Leon, Costin Badica: The effect of collaborative behaviors in emergency evacuation. Simul. Model. Pract. Theory 118: 102554 (2022) DOI: https://doi.org/10.1016/j.simpat.2022.102554   WOS:000797729400007
  12. 12.    Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon: Digital Image Evolution of Artwork Without Human Evaluation Using the Example of the Evolving Mona Lisa Problem. Vietnam. J. Comput. Sci. 9(2): 203-215 (2022)     DOI: https://doi.org/10.1142/S2196888822500075   WOS:000797588800005
  13. 13.    Elena-Ruxandra Lutan, Costin Badica, Emotion-Based Literature Book Classification Using Online Reviews. Electronics  11(20) (2022)   DOI: https://doi.org/10.3390/electronics11203412    WOS:000872498300001
  14. 14.    Amelia Bădică, Costin Bădică, Ion Buligiu, Liviu I. Ciora, and Doina Logofătu. 2021. "Dynamic Programming Algorithms for Computing Optimal Knockout Tournaments" Mathematics 9, no. 19: 2480. https://doi.org/10.3390/math9192480 (IF2020 = 2.165)
  15. 15.    Alexandra Vultureanu-Albişi, Costin Bădică, A survey on effects of adding explanations to recommender systems, Concurrency and Computation-Practice & Experience, First published: 19 January 2022, https://doi.org/10.1002/cpe.6834
  16. 16.    Gia Thuan Lam, Doina Logofătu & Costin Bădică, A novel real-time design for fighting game AI, Evolving Systems, volume 12, 169–176, Springer, (2021) https://doi.org/10.1007/s12530-020-09351-4 (IF2020 = 1.908)  WOS:000549781700001
  17. 17.    Badica, Amelia; Badica, Costin; Buligiu, Ion; Ciora, Liviu Ion, Exploring the Blocks World state space, Concurrency and Computation-Practice & Experience (2021), (IF2020 = 1.536), https://doi.org/10.1002/cpe.6472
  18. 18.    Amelia Bădică, Costin Bădică, Maria Ganzha, Mirjana Ivanović, Marcin Paprzycki, Optimal Semi-Competitive Intermediation Networks. Cybernetics and Information Technologies, Volume 20, Issue 5, 2020, https://doi.org/10.2478/cait-2020-0042
  19. 19.    Florin Leon, Petru Cascaval, Costin Badica, Optimization Methods for Redundancy Allocation in Large Systems. Vietnam. J. Comput. Sci. 7(3): 281-299 (2020) https://doi.org/10.1142/S2196888820500165
  20. 20.    Sasa Pesic, Mirjana Ivanovic, Milos Radovanovic, Costin Badica, CAAVI-RICS model for observing the security of distributed IoT and edge computing systems. Simul. Model. Pract. Theory 105: 102125, Elsevier, (2020) https://doi.org/10.1016/j.simpat.2020.102125
  21. 21.    Amelia Badica, Costin Badica, Mirjana Ivanovic, Block structured scheduling using constraint logic programming. AI Commun. 33(1): 41-57 IOS Press, 2020, 10.3233/AIC-200650
  22. 22.    Kristiyan Balabanov, Tymoteusz Cejrowski, Doina Logofatu, Costin Badica, Study on population dynamics for triple-linked food chain using a simulation-based approach. Evol. Syst. 11(2): 215-226 Springer, (2020) https://doi.org/10.1007/s12530-019-09298-1
  23. 23.    Costin Badica, Florin Leon, Amelia Badica, Freight transportation broker agent based on constraint logic programming. Evol. Syst. 11(3): 363-382, Springer,  (2020) https://doi.org/10.1007/s12530-018-9230-3
  24. 24.    Claudio Savaglio, Giancarlo Fortino, Maria Ganzha, Marcin Paprzycki, Costin Bădică, Mirjana Ivanović, Agent-based Internet of Things: State-of-the-art and research challenges, Future Generation Computer Systems, 102: 1038-1053 (2020), https://doi.org/10.1016/j.future.2019.09.016