Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

el en

Δρ. Στυλιανός Κρηνίδης - Δημοσιεύσεις

Δημοσιεύσεις σε Περιοδικά

  1. Ε. Lithoxoidou, C. Ziogou, T. Vafeiadis, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras, "Towards the behaviour analysis of chemical reactor utilising data-driven trend analysis and machine learning techniques", Applied Soft Computing, vol. 94, 106464, 2020.
  2. D. Casado-Mansilla, A. Tsolakis, C.E. Borges, O. Kamara-Esteban, S. Krinidis, J.M. Avila, D. Tzovaras, D. Lopez-de-Ipina, "Socio-Economic Effect on ICT-Based Persuasive Interventions Towards Energy Efficiency in Tertiary Buildings", Energies, vol. 13, pp. 1700, 2020. DOI: 10.3390/en13071700.
  3. C. Timplalexis, A. Dimara, S. Krinidis, D. Tzovaras, "Thermal Comfort and Visual Comfort Inference for Residential Users", Research & Development in Material Science Journal, vol. 11, no. 5, September 2019, DOI: 10.31031/rdms.2019.11.000771
  4. C. Timplalexis, A. Dimara, S. Krinidis, D. Tzovaras, "Metabolic Rate and Clothing Estimation for Thermal Comfort Inference", Research & Development in Material Science Journal, vol. 11, no. 4, June 2019, DOI: 10.31031/rdms.2019.11.000767
  5. A. Dimara, C. Timplalexis, S. Krinidis, D. Tzovaras, "Indoor and Outdoor Temperature Impact on Residential Consumption - A Study in Greece", Research & Development in Material Science Journal, vol. 11, no. 5, September 2019, DOI: 10.31031/rdms.2019.11.000772
  6. A. Tsolakis, I. Moschos, A. Zerzelidis, P. Tropios, S. Zikos, A. Tryferidis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Occupancy-based decision support system for building management: From automation to end-user persuasion", International Journal of Energy Research, pp. 1-20, 2019 Doi: https://doi.org/10.1002/er.4445
  7. E. Lithoxoidou, S. Doumpoulakis, A. Tsakiris, S. Krinidis, I. Paliokas, D. Ioannidis, K. Votis, C. Ziogou, S. Voutetakis, E. Elmasllari, D. Tzovaras, "A Novel Social Gamified Collaboration Platform Enriched with Shop-Floor Data and Feedback for the Improvement of the Productivity, Safety and Engagement in Factories", Computer & Industrial Engineering, Elsevier, doi: 10.1016/j.cie.2019.02.005
  8. D. Casado-Mansilla, I. Moschos, O. Kamara-Esteban, A. Tsolakis, C. E. Borges, S. Krinidis, A. Irizar-Arrieta, K. Kitsikoudis, A. Pijoan, D. Tzovaras, D. L’opez-de-Ipina, "A Human-centric & Context-aware IoT Framework for Enhancing Energy Efficiency in Buildings of Public Use", IEEE Access, 2018, accepted for publication.
  9. T. Vafeiadis, C. Ziogou, G. Stavropoulos, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras, K. Moustakas, "Early Malfunction Diagnosis of Industrial Process Units Utilizing Online Linear Trend Profiles and Real Time Classification", International Journal of Adaptive Control and Signal Processing, 2018, Vol.32, iIsue 9, p. 1313-1325.
  10. D. Triantafyllou, S. Krinidis, D. Ioannidis, D. Tzovaras, "A real-time, multi-space incident detection system for indoor environments", International Journal of Safety and Security Engineering, vol.8, no. 2, pp. 266-275, 2018
  11. D. Ioannidis, S. Zikos, S. Krinidis, A. Tryferidis, D. Tzovaras, S. Likothanassis, "Occupancy Driven Facility Management and Building Performance Analysis", WIT International Journal of Sustainable Development and Planning, Vol. 12, No. 7, pp. 1155-1167, 2017
  12. D. Ioannidis, M. Vidaurre-Arbizu, C. Martin-Gomez, S. Krinidis, I. Moschos, A. Zuazua-Ros, D. Tzovaras, S. Likothanassis, "Comparison of Detailed Occupancy Profile Generative Methods to Published Standard Diversity Profiles", Springer Personal and Ubiquitous Computing, Vol. 21, No. 3, pp 521–535, 2017.
  13. D. Arena, A. Tsolakis, S. Zikos, S. Krinidis, C. Ziogou, D. Ioannidis, S. Voutetakis, D. Tzovaras, D. Kiritsis, "Human resource optimisation through semantically enriched data", International Journal of Production Research, Vol. 56, No. 8, pp. 2855-2877, DOI: https://doi.org/10.1080/00207543.2017.1415468, 2017.
  14. D. Ioannidis, P. Tropios, S. Krinidis, G. Stavropoulos, D. Tzovaras, S. Likothanasis, "Occupancy Driven Building Performance Assessment", Elsevier Journal of Innovation in Digital Ecosystems, vol. 3, no. 2, pp. 57-69, December 2016 DOI: http://dx.doi.org/10.1016/j.jides.2016.10.008
  15. C. Martin-Gomez, M. Vidaurre-Arbizu, M. Eguaras-Martinez, S. Krinidis, D. Ioannidis, D. Tzovaras, "Sensor Placement for BPM Analysis of Buildings in Use to Implement Energy Savings Through Building Performance Simulation", Journal of Engineering and Architecture, vol. 2, no. 2, pp. 119-133, December 2014.

Δημοσιεύσεις σε Συνέδρια

  1. C. Timplalexis, N. Bezas, A. Bintoudi, L. Zyglakis, V. Pavlopoulos, A. Tsolakis, S. Krinidis, D. Tzovaras, "A hybrid physical/statistical day-ahead direct PV forecasting engine", 12th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MedPower 2020), Paphos, Cyprus, Nov. 2020
  2. C. Timplalexis, S. Krinidis, D. Ioannidis, D. Tzovaras, "EMD and Gradient Boosting Regression for NILM at Residential Houses", Bosch Artificial Intelligence Conference (AI CON’19), Renningen, Gernamy, 29 October 2019.
  3. A. Chouliara, K. Peppas, A. Tsolakis, T. Vafeiadis, S. Krinidis, D. Tzovaras, "Occupancy inference through energy consumption data: A Smart Home Experiment", 12th International Conference on Computer Vision Sustems, Thessaloniki, Greece, 23-25 September 2019.
  4. A. Karananos, A. Dimara, K. Arvanitis, C. Timplalexis, S. Krinidis, D. Tzovaras, "Energy consumption patterns of residential users: A Study in Greece", 12th International Conference on Computer Vision Systems, Thessaloniki, Greece, September 23-25 September 2019
  5. C. Timplalexis, A. Dimara, S. Krinidis, D. Tzovaras, "Thermal Comfort Metabolic Rate and Clothing Inference", 12th International Conference on Computer Vision Systems, Thessaloniki, Greece, September 23-25 September 2019
  6. A. Dimara, C. Timplalexis, S. Krinidis, D. Tzovaras, "A Dynamic Convergence Algorithm for Thermal Comfort Modelling", 12th International Conference on Computer Vision Systems, Thessaloniki, Greece, September 23-25 September 2019
  7. K. Peppas, A. Chouliara, A. Tsolakis, S. Krinidis, D. Tzovaras, "Redefining Micro-moments for improving energy behaviour: The SIT4Energy approach", IEEE 16th Internation Conference on Ubiquitous Intelligence and Computing (UIC’19), Leicester, UK, 19-23 August 2019
  8. D. Papageorgiou, D. Casado-Mansilla, A. Tsolakis, C.E. Borges, A. Zacharaki, O. Kamara-Esteban, J. Manuel Avila, I. Moschos, A. Irizar-Arrieta, S. Krinidis, D. L´opez-de-Ipina, D. Tzovaras, "A Socio-economic Survey for Understanding Self-perceived Effectiveness of Persuasive Strategies Towards Energy Efficiency in Tertiary Buildings", IEEE 16th Internation Conference on Ubiquitous Intelligence and Computing (UIC’19), Leicester, UK, 19-23 August 2019
  9. T. Vafeiadis, A. Alexiadis, V. Dimaridou, S. Krinidis, K. Kitsikoudis, L. Makris, D. Davidovic, D. Ioannidis, D. Tzovaras, "Anomaly detection in smart meters", 14th Conference of Slovenian Electric Power Engineers, Laško, Slovenija, 21-23 May 2019.
  10. N. Kolokas, S. Krinidis, A. Drosou, D. Ioannidis, D. Tzovaras, "Gait Matching by Mapping Wearable to Camera Privacy-Preserving Recordings: Experimental Comparison of Multiple Settings", in Proc. of the 6th IEEE Control, Decision & Information Technologies (CoDIT2019), P 2019. 10.1109/CoDIT.2019.8820339
  11. T. Vafeiadis, A. Vafeiadis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Towards occupancy inference in a smart home using energy and environmental data sources and binary classification techniques", International Conference Energy in Buildings, Athens, Greece, 3 Nov 2018.
  12. A. Apostolidis, S. Krinidis, D. Tzovaras, "A Novel and Robust GreenSoul-ed Lighting Controller", 9th International Conference on Information, Intelligence, Systems and Applications (IISA’18), Zakynthos, Greece, 23-25 July, 2018
  13. E. Lithoxoidou, I. Paliokas, I. Gotsos, S. Krinidis, A. Tsakiris, K. Votis, D. Tzovaras, "A Gamification Engine Architecture for Enhancing Behavioral Change Support Systems", in PErvasive Technologies Related to Assistive Environments (PETRA), Corfu, Greece, 26-29 Jun. 2018, pp. 482-489. doi: 10.1145/3197768.3201561
  14. D. Triantafyllou, S. Rogotis, S. Krinidis, D. Ioannidis, D. Tzovaras, "A 3D Thermal Model for Real-Time Condition Monitoring of Electrochemical Processes", Image, Video, and Multidimensional Signal Processing (IVMSP), Zagori-Aristi Village, Greece, 10-12 June, 2018.
  15. S. Krinidis, A. Tsolakis, I. Katsolas, D. Ioannidis, D. Tzovaras, "Multi-Criteria HVAC Control Optimization", IEEE International Energy Conference (energyCON 2018), Limassol, Cyprus, Jun. 2018.
  16. A. Vafeiadis, T. Vafeiadis, S. Zikos, S. Krinidis, K. Votis, D. Giakoumis, D. Ioannidis, D. Tzovaras, L. Chen, R. Hamzaoui, "Energy-based decision engine for household human activity recognition", in Pervasive Computing and Communications Workshops (PerCom Workshops), 2018 IEEE International Conference on Pervasive Computing, Athens, Greece, 19-23 Mar. 2018.
  17. P. Fraternali, F. Cellina, S. Herrera, S. Krinidis, C. Pasini, A. E. Rizzoli, C. Rottondi, D. Tzovaras, "Socio-Technical System Based on Gamification Towards Energy Savings", Workshop on Pervasive Sensing for Sustainable Smart Cities and Smart Buildings (PerCom Workshops), 2018 IEEE International Conference on Pervasive Computing and Communications, Athens, Greece, 19-23 Mar. 2018.
  18. E. Lithoxoidou, S. Doumpoulakis, A. Tsakiris, S. Krinidis, D. Ioannidis, D. Tzovaras, "Improvement of the Workers’ Satisfaction and Collaborative Spirit Through Gamification", 4th International Conference on Internet Science (INSCI’17), Thessaloniki, Greece, 22-24 Nov. 2017.
  19. T. Vafeiadis, S. Zikos, G. Stauropoulos, D. Ioannidis, S. Krinidis, D. Tzovaras, K. Moustakas, "Machine learning based occupancy detection via the use of smart meters", International Conference on Energy Science and Electrical Engineering (ICESEE’17), Budapest, Hungury, 20-22 Oct. 2017.
  20. D. Casado-Mansilla, I. Moschos, O. Kamara-Esteban, A. Tsolakis, C.E. Borges, S. Krinidis, D. Lopez-de-Ipina, D. Tzovaras, "GreenSoul: An IoT platform for empowering users’ energy efficiency in public buildings", International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI’17), Philadelphia, USA, 7-10 Oct. 2017.
  21. C. Ziogou, D. Arena, S. Krinidis, D. Ioannidis, D. Kiritsis, D. Tzovaras, S. Voutetakis, "Decision Support based on a Semantically-Enriched Notification Platform at a Process Plant Floor", European Symposium on Computer Aided Process Engineering (ESCAPE’17), Barcelona, Spain, 1-5 Oct. 2017.
  22. G. Tziroglou, T. Vafeiadis, C. Ziogou, S. Krinidis, S. Voutetakis, D. Tzovaras, "Incident detection in industrial processes utilizing machine learning techniques", 1st Internatinal Conference on Intelligent Systems in Production Engineering Maintenance (ISPEM’17), Wroclav, Poland, 28-29 Sep 2017.
  23. D. Arena, K. Ziazios, IN. Metaxa, S. Parcharidis, S. Zikos, A. Tsolakis, S. Krinidis, D. Ioannidis, D. Tzovaras, D. Kiritsis, "Towards a Semantically-Enriched Framework for Human Resource Management", International Conference Advances in Production Management Systems (APMS’17), Hamburg, Germany, 3-7 Sep. 2017.
  24. S. Zikos, S. Krinidis, D. Ioannidis, K. Ziazios, I. Metaxa, D. Tzovaras, "Efficient Location-aware Scheduling of Maintenance Tasks in Shop Floors", 4th International Conference on Mathematics and Computers in Sciences and Industry, Corfu Island, Greece, 24-26 August 2017.
  25. D. Triantafyllou, N. Kotoulas, S. Krinidis, D. Ioannidis, D. Tzovaras, "Large Vehicle Recognition and Classification for Traffic Management and Flow Optimization in Narrow Roads", IEEE SmartWorld 2017 Conference, AI City Challenge, San Francisco, USA, 5 August 2017.
  26. E. Lithoxoidou, C. Ziogou, T. Vafeiadis, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras, "Malfunction Diagnosis in Industrial Process Systems Using Data Mining for Knowledge Discovery", IEEE International Conference on Engineering, Technology and Innovation (ICE’17), Madeira, Portugal, 27-29 Jun 2017.
  27. P. Fraternali, S. Herrera, J. Novak, M. Melenhorst, D. Tzovaras, S. Krinidis, A.E. Rizzoli, C. Rottondi, F. Cellina, "enCOMPASS – An Integrative Approach to Behavioural Change for Energy Saving", Workshop on Energy Efficient Solutions Based on IoTeeSIoT 2017 (GIoT’17), Geneva, Switzerland, 6-9 June 2017.
  28. D. Triantafyllou, S. Krinidis, D. Ioannidis, D. Tzovaras, "A Real-Time Multi-Space Incident Detection System for Indoor Environments", 2nd International Conference on Building Information Modelling (BIM) in Design, Construction and Operations (BIM’17), Alicante, Spain, 10-12 May 2017.
  29. D. Triantafyllou, S. Krinidis, D. Ioannidis, I.N. Metaxa, C. Ziazios, D. Tzovaras, "A Real-Time Fall Detection System for Maintenance Activities in Indoor Environments", 3rd IFAC AMEST Workshop – Maintenance Technologies for Performance Enhancement (IFAC-AMEST'16), Biarritz, France, 19-21 Oct. 2016.
  30. D. Ioannidis, P. Tropios, S. Krinidis, D. Tzovaras, S. Likothanassis, "Building Multi-Occupancy Analysis & Visualization Through Data Intensive Processing", 12th International Conference on Artificial Intelligence Applications and Innovations (AIAI'16), Thessaloniki, Greece, 16-18 Sep. 2016.
  31. G. Apostolou, S. Krinidis, D. Ioannidis, D. Tzovaras, C. E. Borges, D. Casado-Mansilla, D. Lopez-de-Ipina, "GreenSoul: A novel platform for the reduction of energy consumption in communal and shared spaces", 4th International Symposium on Environment Friendly Energies and Applications (EFEA'16), Belgrade, Serbia, 14-16 Sep. 2016.
  32. S. Zikos, S. Rogotis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Human-Resources Optimization & Re-Adaptation Modelling in Enterprises", 11th European Conference on Product & Process Modelling (ECPPM’16), Limassol, Cyprus, 7-9 Sep. 2016.
  33. T. Vafeiadis, D. Ioannidis, S. Krinidis, C. Ziogou, S. Voutetakis, D. Tzovaras, S. Likothanassis, "Real-time incident detection: An approach for two interdependent time series", European Signal Processing Conference (EUSIPCO’16), Budapest, Hungary, 29 Aug. – 2 Sep. 2016, pp. 1418-1422.
  34. C. Ziogou, S. Krinidis, D. Ioannidis, D. Tzovaras, S. Papadopoulou, S. Voutetakis, "Design of a Knowledge-Enabled Supervisory Framework for the Detection of Abnormal Conditions at Process Pilot Plants", Conference Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction (PRES’16), Prague, Czech Republic, 28-31 Aug. 2016.
  35. D. Ioannidis, M. Vidaurre-Arbizu, C. Martin-Gomez, S. Krinidis, A. Adamopoulou, A. Zuazua-Ros, D. Tzovaras, S. Likothanassis, "Comparison of Detailed Occupancy Profile Generative Methods to Published Standard Diversity Profiles", 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’16), Toulouse, France, 18-21 Jul. 2016.
  36. A. Tsolakis, D. Arena, S. Krinidis, A. Perdikakis, D. Ioannidis, D. Kyritsis, D. Tzovaras, "Semantically Enriched Industry Data & Information Modelling: A feasibility study on Shop-floor Incident Recognition", 14th IEEE International Conference on Industrial Informatics (INDIN’16), Futurescope, Poitiers, France, 18-21 Jul. 2016.
  37. T. Vafeiadis, S. Krinidis, C. Ziogou, D. Ioannidis, S. Voutetakis, D. Tzovaras, "Robust malfunction diagnosis in process industry time series", 14th IEEE International Conference on Industrial Informatics (INDIN’16), Futurescope, Poitiers, France, 18-21 Jul. 2016.
  38. C. Ziogou, S. Krinidis, D. Ioannidis, S. Papadopoulou, D. Tzovaras, S. Voutetakis, "An intelligent decision making and notification system based on a knowledge-enabled supervisory monitoring platform", 26th Symposium on Computer Aided Process Engineering, Portorož Slovenia, 12-15 Jun. 2016.
  39. D. Ioannidis, A. Fotiadou, S. Krinidis, G. Stavropoulos, D. Tzovaras, S. Likothanassis, "Big Data & Visual Analytics for Building Performance Comparison", 11th International Conference on Artificial Intelligence Applications and Innovations (AIAI'15), Bayonne/Biarritz, France, 14-17 Sep. 2015.
  40. S. Zikos, A. Tryferidis, S. Krinidis, D. Ioannidis, D. Tzovaras, S. Likothanassis, "Multi-Sensorial Network Placement for Building Performance Analysis & Evaluation and Facility Management", International Conference on Building Information Modelling (BIM) in Design, Construction and Operations, Bristol, UK, 9-11 Sep. 2015.
  41. D. Ioannidis, S. Krinidis, A. Drosou, D. Tzovaras, S. Likothanassis, "Occupant-Aware Indoor Monitoring for Enhanced Building Analysis", Symposium on Simulation for Architecture and Urban Design (simAUD’15), pp. 85-92, Washington, DC, USA, 12-15 Apr 2015, pp. 85-92.
  42. D. Ioannidis, S. Krinidis, D. Tzovaras, S. Likothanassis, "Human Tracking & Visual Spatio-Temporal Statistical Analysis", IEEE International Conference on Image Processing (ICIP’14), Paris, France, 27-30 Oct. 2014.
  43. G. Stavropoulos, S. Krinidis, D. Ioannidis, K. Moustakas, D. Tzovaras, "A Building Performance Evaluation & Visualization System", IEEE International Conference on Big Data (BigData’14), Washington DC, USA, 27-30 Oct. 2014.
  44. P. Moschonas, S. Krinidis, D. Ioannidis, D. Tzovaras, "Building Performance Simulation using Business Process Modelling", 10th European Conference on Product and Process Modelling (ECPPM 2014), 17-19 Sep. 2014.
  45. M. Eguaras-Martinez, C. Martin-Gomez, M. Vidaurre-Arbizu, T. Brennan, S. Krinidis, D. Ioannidis, D. Tzovaras, "Architectural Simulation of the Integration of Building Information Modeling (BIM) & Business Process Modeling (BPM)", eeDBDM Workshop at 10th European Conference on Product and Process Modelling (ECPPM 2014), 17-19 Sep. 2014.
  46. S. Krinidis, G. Stavropoulos, D. Ioannidis, D. Tzovaras, "A Robust and Real-Time Multi-Space Occupancy Extraction System Exploiting Privacy-Preserving Sensors", International Symposium on Communications, Control, and Signal Processing (ISCCSP'14), Athens, Greece, 21-23 May 2014. (http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=6877932)
  47. D. Ioannidis, S. Krinidis, G. Stavropoulos, D. Tzovaras, S. Likothanassis, "Full-Automated Acquisition System for Occupancy and Energy Measurement Data Extraction", Symposium on Simulation for Architecture and Urban Design (SimAUD’14) at the 2014 Spring Simulation Conference (SpringSim'14), Tampa, Florida, USA, 13-16 Apr. 2014. (http://www.simaud.org/proceedings/download.php?f=SimAUD2014_Proceedings_LoRes.pdf)

Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

Τ.Θ.60361, 6ο χλμ Χαριλάου - Θέρμης, 57001, Θεσσαλονίκη
τηλ. 2311 257701-3 / fax. 2310 474128
email: