Hacettepe University

AIoT Research Lab

Publications


2024


  1. MU Şimsek, İ Kök, S Özdemir, “DeepFogAQ: A fog-assisted decentralized air quality prediction and event detection system”, Expert Systems with Applications 251, 123920, 2024.
  2. D Öztürk, S Aydoğan, İ Kök, I Akın Bülbül, S Özdemir, S Özdemir, D Akay, “Linguistic summarization of visual attention and developmental functioning of young children with autism spectrum disorder”, Health Information Science and Systems 12 (1), 39, 2024.
  3. O Akyıldız, FY Okay, İ Kök, S Özdemir, “Road to efficiency: Mobility-driven joint task offloading and resource utilization protocol for connected vehicle networks”, Future Generation Computer Systems 156, 157-167, 2024.
  4. N Abdulla, M Demirci, S Ozdemir, “Smart meter-based energy consumption forecasting for smart cities using adaptive federated learning”, Sustainable Energy, Grids and Networks 38, 101342, 2024.
  5. M Yildirim, FY Okay, S Özdemir, “A comparative analysis on the reliability of interpretable machine learning”, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 30 (4), 494-508, 2024.
  6. K Çakal, S Özdemir, “Transforming Military Security: Quantum Age Blockchain Architecture for IoBT-PARS”, 2024 International Conference on Smart Applications, Communications and …, 2024.
  7. MU Şimsek, İ Kök, S Özdemir, “Cepair: an AI-powered and fog-based predictive CEP system for air quality monitoring”, Cluster Computing, 1-15, 2024.
  8. B Akhmetzhanov, B Akhmetzhanov, S Ozdemir, N Zhakiyev, “Advancing affordable IoT solutions in smart homes to enhance independence and autonomy of the elderly”, Journal of Infrastructure, Policy and Development 8 (3), 2899, 2024.
  9. E EREN, F YILDIRIM OKAY, S ÖZDEMİR, “Unveiling anomalies: a survey on XAI-based anomaly detection for IoT”, Turkish Journal of Electrical Engineering and Computer Sciences 32 (3), 358-381, 2024.
  10. N Abdulla, S Demirci, M Demirci, S Özdemir, “Adaptive Learning in IoT-Based Smart City Applications”, Principles and Applications of Adaptive Artificial Intelligence, 73-101, 2024.
  11. D Candemir, İ Kök, S Özdemir, “Narrowed Regions-based Bidirectional Path Planning Using RRT-Connect for Single Aircraft Missions”, Procedia Computer Science 231, 703-708, 2024.

2023


  1. D Altunkaya, FY Okay, S Ozdemir, “Image Transformation for IoT Time-Series Data: A Review”, arXiv preprint arXiv:2311.12742, 2023.
  2. E Özkan, İ Kök, S Özdemir, “Autonomous Micro-Grids: A Reinforcement Learning-Based Energy Management Model in Smart Cities”, 2023 International Symposium on Networks, Computers and Communications …, 2023.
  3. N Abdulla, M Demirci, S Ozdemir, “Towards utilizing unlabeled data for flood forecasting with weakly supervised adaptive learning”, 2023 Innovations in Intelligent Systems and Applications Conference (ASYU), 1-6, 2023.
  4. G Açıkgöz, FY Okay, S Özdemir, “A Novel Blockchain Based Decentralized Data Management Model for Swarm UAV Systems”, 2023 International Conference on Smart Applications, Communications and …, 2023.
  5. KC Serdaroglu, B Saovapakhiran, ZE Baiat, S Baydere, C Charnsripinyo, ... “Demonstration of Multi-Layer IoT Platform with QoS Support”, 2023 International Conference on Smart Applications, Communications and …, 2023.
  6. O Akyıldız, İ Kök, FY Okay, S Özdemir, “A P4-assisted task offloading scheme for Fog networks: An intelligent transportation system scenario”, Internet of Things 22, 100695, 2023.
  7. I Kök, FY Okay, Ö Muyanlı, S Özdemir, “Explainable artificial intelligence (xai) for internet of things: a survey”, IEEE Internet of Things Journal 10 (16), 14764-14779, 2023.
  8. D Ozturk, S Aydogan, I Kok, I Akin-Bulbul, S Ozdemir, S Ozdemir, D Akay, “Linguistic Comparison of Children with and without ASD through Eye-Tracking Data”, Proceedings of the 2023 9th International Conference on Computer Technology …, 2023.
  9. AM Shaheen, R ELSEHIEMY, M Kharrich, S Kamel, “Transmission network planning for realistic Egyptian systems via encircling prey based algorithms”, Turkish Journal of Electrical Engineering and Computer Sciences 31 (1), 77-96, 2023.

2022


  1. N Abdulla, M Demirci, S Ozdemir, “Design and evaluation of adaptive deep learning models for weather forecasting”, Engineering Applications of Artificial Intelligence 116, 105440, 2022.
  2. I Koek, S Özdemir, “Content-centric data and computation offloading in AI-supported fog networks for next generation IoT”, Pervasive and Mobile Computing 85, 101654, 2022.
  3. B Saovapakhiran, W Naruephiphat, C Charnsripinyo, S Baydere, ... “QoE-driven IoT architecture: a comprehensive review on system and resource management”, IEEE Access 10, 84579-84621, 2022.
  4. İ Kök, FY Okay, S Özdemir, “Fogai: An ai-supported fog controller for next generation iot”, Internet of Things 19, 100572, 2022.
  5. EU Ergün, İ Kök, S Özdemir, “Impact of missing data on classification success in health and comparative analysis of imputation methods”, 2022 International Symposium on Networks, Computers and Communications …, 2022.
  6. M Güzel, FY Okay, İ Kök, S Özdemir, “QNSGA-II: A Quantum Computing-Inspired Approach to Multi-Objective Optimization”, 2022 International Symposium on Networks, Computers and Communications …, 2022.
  7. S Dilek, A Oracevic, S Tosun, S Ozdemir, “Towards QoS-Aware Resource Allocation in Fog Computing: A Theoretical Model”, 2022 International Symposium on Networks, Computers and Communications …, 2022.
  8. S Dilek, K Irgan, M Guzel, S Ozdemir, S Baydere, C Charnsripinyo, “QoS‐aware IoT networks and protocols: A comprehensive survey”, International Journal of Communication Systems 35 (10), e5156, 2022.
  9. M Guzel, S Ozdemir, “Fair and energy-aware IoT service composition under QoS constraints”, The Journal of Supercomputing 78 (11), 13427-13454, 2022.
  10. BB Oğul, M Gilgien, S Özdemir, “Ranking surgical skills using an attention-enhanced Siamese network with piecewise aggregated kinematic data”, International Journal of Computer Assisted Radiology and Surgery 17 (6 …, 2022.
  11. I Kazanci, S Ozdemir, S Tosun, “Computation Power and Energy Optimized Task Allocation in Internet of Things”, IEEE Transactions on Network and Service Management 19 (4), 4424-4433, 2022.
  12. S Ozdemir, I Akin-Bulbul, I Kok, S Ozdemir, “Development of a visual attention based decision support system for autism spectrum disorder screening”, International journal of psychophysiology 173, 69-81, 2022.
  13. M Mohammad, NB Mehdi, O Suat, “Correction to: QoS-driven metaheuristic service composition schemes: a comprehensive overview”, The Artificial Intelligence Review 55 (2), 1605-1605, 2022.
  14. K Gasmi, S Dilek, S Tosun, S Ozdemir, “A survey on computation offloading and service placement in fog computing-based IoT”, the Journal of Supercomputing 78 (2), 1983-2014, 2022.
  15. Y İnağ, M Güzel, FY Okay, M Demirci, S Özdemir, “Priority enabled content based forwarding in fog computing via SDN”, Turkish Journal of Electrical Engineering and Computer Sciences 30 (4), 1439, 2022.

2021 and older


  1. BB Oğul, S Özdemir, “A pairwise deep ranking model for relative assessment of Parkinson’s disease patients from gait signals”, IEEE Access 10, 6676-6683, 2021.
  2. A Ipek, S Tosun, S Ozdemir, “HAFTA: Highly adaptive fault‐tolerant routing algorithm for two‐dimensional network‐on‐chips”, Concurrency and Computation: Practice and Experience 33 (21), e6378, 2021.
  3. FY Okay, S Özdemir, “Real-time Aircraft Tracking System: A Survey and A Deep Learning Based Model”, 2021 International Symposium on Networks, Computers and Communications …, 2021.
  4. FY Okay, M Yıldırım, S Özdemir, “Interpretable machine learning: a case study of healthcare”, 2021 International Symposium on Networks, Computers and Communications …, 2021.
  5. BH Çorak, İ Kök, S Özdemir, “A novel low-latency and cost-effective communication protocol design for internet of flying things”, 2021 International Symposium on Networks, Computers and Communications …, 2021.
  6. B Dundar, D Akay, S Ozdemir, “Linguistic Descriptions of Airport Evaluation Data for Recommendation Strategies”, 2021 International Symposium on Networks, Computers and Communications …, 2021.
  7. N Abdulla, M Demirci, S Özdemir, “Adaptive learning on fog-cloud collaborative architecture for stream data processing”, 2021 International Symposium on Networks, Computers and Communications …, 2021.
  8. M Yıldırım, FY Okay, S Özdemir, “Big data analytics for default prediction using graph theory”, Expert Systems with Applications 176, 114840, 2021.
  9. MU Simsek, F Yildirim Okay, S Ozdemir, “A deep learning-based CEP rule extraction framework for IoT data”, The Journal of Supercomputing 77 (8), 8563-8592, 2021.
  10. E Sert, O Okan, A Özbilen, Ş Ertekin, S Özdemir, “Linking covid-19 perception with socioeconomic conditions using twitter data”, IEEE Transactions on Computational Social Systems 9 (2), 394-405, 2021.
  11. Ş Ertekin Bolelli, O Okan, A Ozbilen, S Ozdemir, “Linking COVID-19 perception with socioeconomic conditions using Twitter data”, 2021, 0.
  12. AA Bara’a, AD Abbood, AA Hasan, C Pizzuti, M Al-Ani, S Özdemir, ... “A review of heuristics and metaheuristics for community detection in complex networks: Current usage, emerging development and future directions”, Swarm and Evolutionary Computation 63, 100885, 2021.
  13. M Masdari, M Nozad Bonab, S Ozdemir, “QoS-driven metaheuristic service composition schemes: a comprehensive overview”, Artificial Intelligence Review 54, 3749-3816, 2021.
  14. AA Bara’a, AD Abbood, AA Hasan, C Pizzuti, “Mayyadah Al-Ani, Suat Özdemir, and Rawaa Dawoud Al-Dabbagh", A review of heuristics and metaheuristics for community detection in complex networks: Current usage, emerging …, Swarm and Evolutionary Computation, 100885, 2021.
  15. E Savaslı, O Önder, R Dayıoğlu, D Özen, Y Karaduman, S Özdemir, ... “Ekmeklik Buğdayda Optik Sensör ile Azotlu Gübre Tavsiyesi”, Yuzuncu Yıl University Journal of Agricultural Sciences 31 (2), 453-465, 2021.
  16. I Kok, M Guzel, S Ozdemir, “Recent trends in air quality prediction: An artificial intelligence perspective”, Intelligent environmental data monitoring for pollution management, 195-221, 2021.
  17. HI Dede, C Timurkaan, M Guzel, S Ozdemir, “A Novel Weighted FP-Stream Algorithm for IoT Data Streams”, 2020 IEEE International Conference on Big Data (Big Data), 4553-4558, 2020.
  18. M Yıldιrım, FY Okay, S Özdemir, “Sentiment analysis for Turkish unstructured data by machine translation”, 2020 IEEE International Conference on Big Data (Big Data), 4811-4817, 2020.
  19. E Ünsal, B Öztekin, M Çavuş, S Özdemir, “Building a Fintech Ecosystem: Design and Development of a Fintech API Gateway”, 2020 International Symposium on Networks, Computers and Communications (ISNCC), 2020.
  20. B Yilmaz, E Barak, S Ozdemir, “Improving WebRtc Security via Blockchain Based Smart Contracts”, 2020 International Symposium on Networks, Computers and Communications …, 2020.
  21. İ Kök, S Özdemir, “DeepMDP: A novel deep-learning-based missing data prediction protocol for IoT”, IEEE Internet of Things Journal 8 (1), 232-243, 2020.
  22. F Yildirim Okay, S Ozdemir, Y Xiao, “Fog computing‐based privacy preserving data aggregation protocols”, Transactions on Emerging Telecommunications Technologies 31 (4), e3900, 2020.
  23. M Masdari, S Özdemir, “Towards coverage-aware fuzzy logic-based faulty node detection in heterogeneous wireless sensor networks”, Wireless Personal Communications 111, 581-610, 2020.
  24. AS Hammoodi, S Özdemir, AT Tuncer, FV Çelebi, “Security and privacy in medical internet of things and cluster-based wireless sensor networks for health care”, Journal of Medical Imaging and Health Informatics 10 (1), 211-222, 2020.
  25. P Kullu, Y Ar, S Tosun, S Ozdemir, “Mapping application‐specific topology to mesh topology with reconfigurable switches”, IET Computers & Digital Techniques 14 (1), 9-16, 2020.
  26. M Guzel, I Kok, D Akay, S Ozdemir, “ANFIS and Deep Learning based missing sensor data prediction in IoT”, Concurrency and Computation: Practice and Experience, e5400, 2020.
  27. İ Kök, BH Çorak, U Yavanoğlu, S Özdemir, “Deep learning based delay and bandwidth efficient data transmission in IoT”, 2019 IEEE International Conference on Big Data (Big Data), 2327-2333, 2019.
  28. B BAĞIRÖZ, M Güzel, U YAVANOĞLU, S Özdemir, “QoS prediction methods in IoT a survey”, 2019 IEEE International Conference on Big Data (Big Data), 2128-2133, 2019.
  29. AA Bara’a, HM Rada, MN Abbas, S Özdemir, “A new evolutionary multi-objective community mining algorithm for signed networks”, Applied Soft Computing 85, 105817, 2019.
  30. E Savasli, O Önder, Y Karaduman, R Dayıoğlu, D Özen, S Özdemir, “Ekmeklik Buğdayda (Triticum aestivum L.) Başaklanma Döneminde Toprak ve Yapraktan Uygulanan Ürenin Tane Verimi ve Kalite Özellikleri Üzerine Etkisi”, Turkish Journal of Agriculture-Food Science and Technology 7 (11), 1928-1936, 2019.
  31. M Masdari, S Barshande, S Ozdemir, “CDABC: chaotic discrete artificial bee colony algorithm for multi-level clustering in large-scale WSNs”, The Journal of Supercomputing 75 (11), 7174-7208, 2019.
  32. M Arslan, M Guzel, M Demirci, S Ozdemir, “SMOTE and gaussian noise based sensor data augmentation”, 2019 4th International Conference on Computer Science and Engineering (UBMK …, 2019.
  33. M Yıldırım, S Özdemir, “Proposed Hybrid Attribute Selection Method on Financial Data Sets”, 2019 4th International Conference on Computer Science and Engineering (UBMK …, 2019.
  34. AS Taşbaş, E Erdal, S Özdemir, “Real-time object and personnel tracking in indoor location”, 2019 4th International Conference on Computer Science and Engineering (UBMK …, 2019.
  35. ME Şahin, S Özdemir, “Detection of malicious requests on Web logs using data mining techniques”, 2019 4th International Conference on Computer Science and Engineering (UBMK …, 2019.
  36. M Guzel, S Ozdemir, “A new CEP-based air quality prediction framework for fog based IoT”, 2019 International Symposium on Networks, Computers and Communications …, 2019.
  37. FY Okay, S Ozdemir, M Demirci, “SDN-based data forwarding in fog-enabled smart grids”, 2019 1st Global Power, Energy and Communication Conference (GPECOM), 62-67, 2019.
  38. F Yildirim Okay, I Kök, M Güzel, S Özdemir, “Fog Computing Based Complex Event Processing for Internet of Things”, IET-Institution of Engineering and Technology, 2019.
  39. O Ciftci, S Ozdemir, “Creating Air Corridors with Density Based Clustering Method”, European Journal of Engineering Science and Technology 2 (3), 64-70, 2019.
  40. BAA Enan A. Khalil, Suat Ozdemir, “A New Task Allocation Protocol for Extending Stability and Operational Periods in Internet of Things”, IEEE Internet of Things Journal, 2019.
  41. AA Bara’a, MN Abbas, M Al-Ani, S Özdemir, “Bio-inspired multi-objective algorithms for connected set K-covers problem in wireless sensor networks”, Soft Computing, 1-30, 2019.
  42. C Yakar, S Ozdemir, “Steganography Application for UTF8 Encoded Texts”, 2018 International Congress on Big Data, Deep Learning and Fighting Cyber …, 2018.
  43. ER Guler, S Ozdemir, “Applications of stream data mining on the internet of things: a survey”, 2018 International Congress on Big Data, Deep Learning and Fighting Cyber …, 2018.
  44. FY Okay, S Ozdemir, “Routing in fog-enabled IoT platforms: A survey and an SDN-based solution”, IEEE Internet of Things Journal 5 (6), 4871-4889, 2018.
  45. MU Şimşek, S Özdemir, “Cep rule extraction from unlabeled data in iot”, 2018 3rd International Conference on Computer Science and Engineering (UBMK …, 2018.
  46. FY Okay, S Özdemir, “Efficient and secure coverage control in Internet of Things”, 2018 3rd International Conference on Computer Science and Engineering (UBMK …, 2018.
  47. EA Khalil, S Ozdemir, S Tosun, “Evolutionary task allocation in Internet of Things-based application domains”, Future Generation Computer Systems 86, 121-133, 2018.
  48. B Dündar, D Akay, FE Boran, S Özdemir, “Fuzzy quantification and opinion mining on qualitative data using feature reduction”, International Journal of Intelligent Systems 33 (9), 1840-1857, 2018.
  49. B Yilmaz, S Özdemir, “Performance comparison of cryptographic algorithms in internet of things”, 26th Signal Processing and Communications Applications Conference (SIU), 2018.
  50. BH Çorak, FY Okay, M Güzel, Ş Murt, S Ozdemir, “Comparative analysis of IoT communication protocols”, 2018 International symposium on networks, computers and communications …, 2018.
  51. FY Okay, S Ozdemir, “A secure data aggregation protocol for fog computing based smart grids”, 2018 IEEE 12th International Conference on Compatibility, Power Electronics …, 2018.
  52. MU Şimşek, F Yıldırım Okay, D Mert, S Özdemir, “TPS3: A privacy preserving data collection protocol for smart grids”, Information Security Journal: A Global Perspective 27 (2), 102-118, 2018.
  53. MA Salman, S Ozdemir, FV Celebi, “Fuzzy traffic control with vehicle-to-everything communication”, Sensors 18 (2), 368, 2018.
  54. E Eroğlu, “Empoti: Emotional Education For Autistic Children”, Uluslararası Medeniyet Çalışmaları Dergisi 3 (2), 78-90, 2018.
  55. E Khalil, S Ozdemir, “Overview of internet of things: Concept, characteristics, challenges and opportunities”, PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI …, 2018.
  56. EA Khalil, S Özdemir, “Nesnelerin internetine genel bir bakış: Kavram, özellikler, zorluklar ve fırsatlar”, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 24 (2), 311-326, 2018.
  57. İ Kök, MU Şimşek, S Özdemir, “A deep learning model for air quality prediction in smart cities”, 2017 IEEE international conference on big data (big data), 1983-1990, 2017.
  58. MA Salman, S Ozdemir, FV Celebi, “Traffic signal control with vehicle-to-everything communication”, CS & IT Conference Proceedings 7 (15), 2017.
  59. C Uyar, İ Dervişoğlu, M Güzel, S Özdemir, “Multi sensor based indoor positioning”, 2017 International Conference on Computer Science and Engineering (UBMK …, 2017.
  60. İ Kök, ME Davarci, S Özdemır, “A hybrid approach for improving the classification performance”, 2017 International Conference on Computer Science and Engineering (UBMK …, 2017.
  61. A Oracevic, S Akbas, S Ozdemir, “Secure and reliable object tracking in wireless sensor networks”, computers & security 70, 307-318, 2017.
  62. MA Salman, S Ozdemir, FV Celebi, “Traffic delay estimation with V2X communication for an isolated intersection”, 2017 International Conference on Engineering and Technology (ICET), 1-6, 2017.
  63. EA Khalil, S Ozdemir, “Reliable and energy efficient topology control in probabilistic wireless sensor networks via multi-objective optimization”, The Journal of Supercomputing 73, 2632-2656, 2017.
  64. S Dörterler, M Dörterler, S Ozdemir, “Multi-objective virtual machine placement optimization for cloud computing”, 2017 International Symposium on Networks, Computers and Communications …, 2017.
  65. MA Salman, S Ozdemir, FV Celebi, “Fuzzy logic based traffic surveillance system using cooperative V2X protocols with low penetration rate”, 2017 International Symposium on Networks, Computers and Communications …, 2017.
  66. MM Ozcelik, E Irmak, S Ozdemir, “A hybrid trust based intrusion detection system for wireless sensor networks”, 2017 International symposium on networks, computers and communications …, 2017.
  67. A Oracevic, S Dilek, S Ozdemir, “Security in internet of things: A survey”, 2017 international symposium on networks, computers and communications …, 2017.
  68. B Xu, J Zheng, Q Wang, Y Xiao, S Ozdemir, “An Adaptive Vehicle Detection Algorithm Based on Magnetic Sensors in Intelligent Transportation Systems.”, Adhoc & Sensor Wireless Networks 36, 2017.
  69. J Zheng, Q Wang, B Xu, W Bi, Y Tao, Y Xiao, S Ozdemir, “Non-intrusive Traffic Data Collection with Wireless Sensor Networks for Intelligent Transportation Systems.”, Adhoc & Sensor Wireless Networks 34, 2016.
  70. FY Okay, S Ozdemir, “A fog computing based smart grid model”, 2016 international symposium on networks, computers and communications …, 2016.
  71. B Dundar, S Ozdemir, D Akay, “Opinion mining and fuzzy quantification in hotel reviews”, 2016 international symposium on networks, computers and communications …, 2016.
  72. A Şenoğlu, U Yavanoğlu, S Özdemir, “A New Supervised Epidemic Model for Intelligent Viral Content Classification”, International Journal of Intelligent Systems and Applications in Engineering …, 2016.
  73. EA Khalil, S Ozdemir, “Prolonging stability period of CDS based WSNs”, 2015 International Wireless Communications and Mobile Computing Conference …, 2015.
  74. H Öğüt, H Oğuz, S Şahin, S Gezgin, F Aydın, D Özen, S Özdemir, “Enerji amaçlı aspir tarımında farklı fosfor uygulamalarının biyodizel kalitesine etkileri”, Uludağ Üniversitesi Ziraat Fakültesi Dergisi 29 (2), 2015.
  75. F YILDIRIM OKAY, S ÖZDEMİR, “KABLOSUZ ALGILAYICI AĞLARDA KAPSAMA ALANININ ÇOK AMAÇLI EVRİMSEL ALGORİTMALAR İLE ARTIRILMASI.”, Journal of the Faculty of Engineering & Architecture of Gazi University/Gazi …, 2015.
  76. EA Khalil, S Ozdemir, “CDS based reliable topology control in WSNs”, 2015 International Symposium on Networks, Computers and Communications …, 2015.
  77. BA Attea, EA Khalil, S Özdemir, O Yıldız, “A multi-objective disjoint set covers for reliable lifetime maximization of wireless sensor networks”, Wireless Personal Communications 81, 819-838, 2015.
  78. S Ozdemir, M Peng, Y Xiao, “PRDA: polynomial regression‐based privacy‐preserving data aggregation for wireless sensor networks”, Wireless communications and mobile computing 15 (4), 615-628, 2015.
  79. FY Okay, S Özdemir, “Kablosuz Algilayici Ağlarda Kapsama Alaninin Çok Amaçli Evrimsel Algoritmalar İle Artirilmasi”, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 30 (2), 2015.
  80. F Yildirim Okay, S Ozdemir, “Improving coverage in wireless sensor networks using multi-objective evolutionary algorithms”, Journal of the Faculty of Engineering and Architecture of Gazi University 30 (2), 2015.
  81. D Mert, MU Şimşek, S Özdemir, “Privacy Preserving Metering Protocol in Smart Grids”, Artificial Intelligence Applications and Innovations: 11th IFIP WG 12.5 …, 2015.
  82. S Özdemir, M Demirtaş, S AYDIN, “GERÇEK ZAMANLI ENERJİ DAĞITIM SİSTEMLERİNİN YAPAY SİNİR AĞLARI KULLANILARAK MODELLENMESİ VE HARMONİK TAHMİNİ”, Celal Bayar Üniversitesi Fen Bilimleri Dergisi 10 (2), 105-116, 2015.
  83. A Oracevic, S Akbaş, S Ozdemir, M Kos, “Secure target detection and tracking in mission critical wireless sensor networks”, 2014 International Conference on Anti-Counterfeiting, Security and …, 2014.
  84. Y Xiao, S Yue, B Fu, S Ozdemir, “GlobalView: building global view with log files in a distributed/networked system for accountability”, Security and Communication Networks 7 (12), 2564-2586, 2014.
  85. BA Attea, EA Khalil, S Özdemir, “Biologically inspired probabilistic coverage for mobile sensor networks”, Soft Computing 18, 2313-2322, 2014.
  86. S Akbas, MA Efe, S Ozdemir, “Performance evaluation of PIR sensor deployment in critical area surveillance networks”, 2014 IEEE International Conference on Distributed Computing in Sensor …, 2014.
  87. F YILDIRIM OKAY, S ÖZDEMİR, “KABLOSUZ ALGILAYICI AĞLARDA ORTAM ERİŞİM PROTOKOLLERİ.”, Journal of the Faculty of Engineering & Architecture of Gazi University/Gazi …, 2014.
  88. A Oracevic, S Ozdemir, “Secure and reliable prediction based target tracking for wireless sensor networks”, 2014 5th International Conference on Intelligent Systems, Modelling and …, 2014.
  89. A Oracevic, S Ozdemir, “A survey of secure target tracking algorithms for wireless sensor networks”, 2014 World congress on computer applications and information systems (WCCAIS …, 2014.
  90. S Dilek, S Özdemir, “Sağlık Hizmetleri Sektöründe Kablosuz Algılayıcı Ağlar”, Bilişim Teknolojileri Dergisi 7 (2), 2014.
  91. F YILDIRIM OKAY, S Ozdemir, “MEDIUM ACCESS CONTROL PROTOCOLS IN WIRELESS SENSOR NETWORKS”, JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY 29 (1), 2014.
  92. FY OKAY, S Özdemir, “Kablosuz Algılayıcı Ağlarda Ortam Erişim Protokolleri”, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 29 (1), 2014.
  93. EA Khalil, S Ozdemir, “Energy aware evolutionary routing protocol with probabilistic sensing model and wake-up scheduling”, 2013 IEEE Globecom Workshops (GC Wkshps), 873-878, 2013.
  94. S Özdemir, BA Attea, ÖA Khalil, “Multi-objective clustered-based routing with coverage control in wireless sensor networks”, Soft computing 17, 1573-1584, 2013.
  95. X Liang, Y Xiao, S Ozdemir, AV Vasilakos, H Deng, “Cipher feedback mode under go‐back‐N and selective‐reject protocols in error channels”, Security and Communication Networks 6 (8), 942-954, 2013.
  96. S Özdemir, BA Attea, ÖA Khalil, “Multi-objective evolutionary algorithm based on decomposition for energy efficient coverage in wireless sensor networks”, Wireless personal communications 71, 195-215, 2013.
  97. S Ozdemir, Y Xiao, “FTDA: outlier detection‐based fault‐tolerant data aggregation for wireless sensor networks”, Security and Communication Networks 6 (6), 702-710, 2013.
  98. O Gulen, S Ozdemir, “Analysis of gifted students’ interest areas using data mining techniques”, Journal of Gifted Education Research 1 (3), 215-226, 2013.
  99. C Kurt, S Ozdemır, “User Identity Protection in Wireless Local Area Networks”, Gazi University Journal of Science 26 (4), 563-571, 2013.
  100. E Elbaşı, S Özdemir, “Kablosuz Çoklu Ortam Algılayıcı Ağlarında Damgalama İle Güvenli Veri Kümeleme”, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 28 (3), 2013.
  101. K Çalış, S Özdemir, “Yeni Nesil Mobil Genişbant Teknolojileri ve Türkiye”, Akademik Bilişim, 935-941, 2013.
  102. S Ozdemir, B Attea, O Khalil, “Bio-Inspired Algorithms for Coverage Efficiency In Wireless Sensor Networks”, Proceedings of the International Conference on Computing, Networking and …, 2012.
  103. E Elbaşı, Ö Suat, “Secure data aggregation in wireless multimedia sensor networks via watermarking”, 2012 6th International Conference on Application of Information and …, 2012.
  104. FY Okay, S Özdemi̇r, MA Akcayol, “Multi-objective evolutionary algorithm based on decomposition for efficient coverage control in mobile sensor networks”, 2012 6th International Conference on Application of Information and …, 2012.
  105. S Tosun, Y Ar, S Ozdemir, “Power-aware topology generation for application specific NoC design”, 2012 6th International Conference on Application of Information and …, 2012.
  106. MU Şimşek, S Özdemir, “Analysis of the relation between Turkish twitter messages and stock market index”, 2012 6th International Conference on Application of Information and …, 2012.
  107. S Tosun, Y Ar, S Ozdemir, “Application-specific topology generation algorithms for network-on-chip design”, IET computers & digital techniques 6 (5), 318-333, 2012.
  108. S Ozdemır, Ö Khalıl, “Performance evaluation of key management schemes in wireless sensor networks”, Gazi University Journal of Science 25 (2), 465-476, 2012.
  109. Ö Kaynaklı, S Özdemir, Mİ Karamangil, “Güneş Işınımı ve Duvar Yönü Dikkate Alınarak Optimum Isıl Yalıtım Kalınlığının Belirlenmesi”, J. Fac. Eng. Archit. Gazi Univ 27 (2), 367-374, 2012.
  110. S Özdemir, “Veri Madenciliği Ders Notları”, Gazi Üniversitesi, 2012.
  111. S Demircioğlu, S Özdemir, “İlişkisel veri tabanlarında anahtar kelime arama”, Bilişim Teknolojileri Dergisi 5 (3), 51-56, 2012.
  112. S Ozdemir, Y Xiao, “Polynomial regression based secure data aggregation for wireless sensor networks”, 2011 IEEE Global Telecommunications Conference-GLOBECOM 2011, 1-5, 2011.
  113. M Peng, H Chen, Y Xiao, S Ozdemir, AV Vasilakos, J Wu, “RETRACTED: Impacts of sensor node distributions on coverage in sensor networks”, Journal of Parallel and Distributed Computing 71 (12), 1578-1591, 2011.
  114. S Ozdemir, Y Xiao, “Outlier detection based fault tolerant data aggregation for wireless sensor networks”, 2011 5th International Conference on Application of Information and …, 2011.
  115. S Ozdemir, Y Xiao, “Integrity protecting hierarchical concealed data aggregation for wireless sensor networks”, Computer Networks 55 (8), 1735-1746, 2011.
  116. M Meghdadi, S Ozdemir, I Güler, “A survey of wormhole-based attacks and their countermeasures in wireless sensor networks”, IETE technical review 28 (2), 89-102, 2011.
  117. J Liu, Y Xiao, H Chen, S Ozdemir, S Dodle, V Singh, “A survey of payment card industry data security standard”, IEEE Communications Surveys & Tutorials 12 (3), 287-303, 2010.
  118. S Özdemir, “Heterojen Kablosuz Algılayıcı Ağ Temelli Sınır İzleme Sistemlerinde Gizli Veri Kümeleme”, Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi 25 (1), 131-139, 2010.
  119. S Özdemir, “HETEROJEN KABLOSUZ ALGILAYICI AĞ TEMELLİ SINIR İZLEME SİSTEMLERİNDE GİZLİ VERİ KÜMELEME”, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 25 (1), 2010.
  120. S Ozdemir, “CONCEALED DATA AGGREGATION IN HETEROGENEOUS WIRELESS SENSOR NETWORK BASED BORDER SURVEILLANCE SYSTEMS”, JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY 25 (1), 2010.
  121. S Ozdemir, H Çam, “Integration of false data detection with data aggregation and confidential transmission in wireless sensor networks”, IEEE/ACM Transactions on networking 18 (3), 736-749, 2009.
  122. S Ozdemir, “Data aggregation in wireless sensor networks”, RFID and Sensor Networks, 317-342, 2009.
  123. S Ozdemir, “Secure Load Balancing via Hierarchical Data Aggregation in Heterogeneous Sensor Networks”, Journal of Information Science & Engineering 25 (6), 2009.
  124. S Ozdemir, Y Xiao, “Hierarchical concealed data aggregation for wireless sensor networks”, Proceedings of the Embedded Systems and Communications Security Workshop in …, 2009.
  125. S Ozdemir, Y Xiao, “Secure data aggregation in wireless sensor networks: A comprehensive overview”, Computer Networks 53 (12), 2022-2037, 2009.
  126. S Özdemir, “False Data Detection in Wireless Sensor Networks via Merkle Hash Trees”, Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi 11 (3), 239-245, 2009.
  127. S Ozdemir, “Functional reputation based reliable data aggregation and transmission for wireless sensor networks”, Computer Communications 31 (17), 3941-3953, 2008.
  128. S Ozdemir, “Functional reputation based data aggregation for wireless sensor networks”, 2008 IEEE International Conference on Wireless and Mobile Computing …, 2008.
  129. S Özdemır, “REMOTE HEALTH MONITORING USING WIRELESS BODY AREA NETWORKS”, Teknoloji 11 (3), 2008.
  130. S Özdemir, “KABLOSUZ ALGILAYICI AĞLARINDA HOMOMORFİK ŞİFRELEME İLE GÜVENLİ VERİ KÜMELEME”, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 23 (2), 2008.
  131. F Karabiber, A Sertbas, S Ozdemir, H Cam, “An efficient memory allocation algorithm and hardware design with VHDL synthesis”, International journal of electronics 95 (2), 125-138, 2008.
  132. S Özdemir, “Secure data aggregation in wireless sensor networks via homomorphic encryption”, Journal of the Faculty of Engineering and Architecture of Gazi University 23 …, 2008.
  133. S Ozdemir, “Wireless sensor network security: a comprehensive overview”, JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI 11 (3), 2008.
  134. M Meghdadi, S Özdemir, İ Güler, “Security wireless sensor networks: Problems and solutions”, manuscript in Turkish), Journal of HInformatics Technologies, Gazi …, 2008.
  135. S Özdemir, M Meghdadi, Ý Güler, “A time and trust based wormhole detection algorithm for wireless sensor networks”, manuscript in Turkish), in 3rd Information Security and Cryptology …, 2008.
  136. S Özdemir, “Kablosuz Algılayıcı Ağlarında Güvenlik: Kapsamlı Bir Araştırma”, Polytechnic Journal 11 (3), 207-214, 2008.
  137. M Meghdadi, S Özdemir, İ Güler, “Kablosuz Algılayıcı Ağlarında Güvenlik: Sorunlar ve Çözümler”, Bilişim Teknolojileri Dergisi 1 (1), 2008.