Title: Prof. Dr.Department: Computer Engineering DepartmentPosition: Academic StaffEmail: sbaydere@cse.yeditepe.edu.trTelephone: +90 216 578 04 92Office: A-303Time: Full TimeAkademikResumePh.D.: Computer Science, University College London (UCL) M.Sc.: Computer Engineering, METU B.Sc.: Computer Engineering, METU PublicationsJournal Papers: KC. Serdaroglu, S. Baydere, B. Saovapakhiran and C. Charnsripinyo, "Q-IoT: QoS Aware Multi-Layer Service Architecture for Multi-Class IoT Data Traffic Management," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2024.3402382., 2024 (early access) KC. Serdaroglu and S. Baydere, "An Efficient Multi-priority Data Packet Traffic Scheduling Approach for Fog of Things," IEEE Internet of Things Journal, vol. 9, no. 1, pp. 525-534, 2022 G. Uslu and S. Baydere, A Segmentation Scheme for Knowledge Discovery in Human Activity Spotting, IEEE Transactions on Cybernetics, vol.52, no. 7, pg: 5668-5681, 2022 Boonyarith Saovapakhiran, Wibhada Naruephiphat, Chalermpol Charnsripinyo, Sebnem Baydere, and Suat Ozdemir, "QoE-Driven IoT Architecture: A Comprehensive Review on System and Resource Management," IEEE Access, vol. 10, pp. 84579-84621, 2022 Dilek S, Irgan K, Guzel M, Ozdemir S, Baydere S, Charnsripinyo C. QoS-aware IoT networks and protocols: A comprehensive survey. Int. Journal of Comm. Sys., Wiley, Vol.35, issue:10, 2022 Serdaroglu KC., İnanc B., Baydere S., Effect of Messaging Model on the Reliable Data Transfer Latency in Fog of Things, JONS, Journal of Netw. and System Man., Springer vol.30, issue:4, 2022. C.K.Serdaroglu, S.Baydere, “WiSEGATE: Wireless Sensor Network Gateway Framework for Internet of Things”, Wireless Networks, Vol. 22(5), 1475-1491, June 2016 M.B.Mutluoglu, S.Baydere, “Modeling Reliable Broadcast of Data Buffer over Wireless Networks”, Journal of Information Science and Engineering, Vol.32 No.3, pg.799-810, May 2016 O.Türkeş, Ş.Baydere, “PrSERVE: Priority-Based Voice Segmentation and Transmission in Quality Driven Audio Sensor Networks”, Ad hoc and Wireless Sensor Networks, Old City pub., Vol.29.1-4, pg.3 11-331, 2015. G.Uslu, Ş.Baydere, “RAM: Real Time Activity Monitoring with Feature Extractive Training”, Expert Systems with Applications, Elsevier, Vol.42 Issue 21 8052-8063, 2015. G.Uslu, K.Ç.Serdaroğlu, Ş.Baydere, “DS+: Reliable Distributed Snapshot Algorithm for Wireless Sensor Networks”, Journal of Computer Networks and Communications, Vol. 2013, Article ID 970597. doi:10.1155/2013/970597. G.Uslu, H.Dursunoğlu, Ö.Altun, Ş.Baydere, “Human Activity Monitoring with Wearable Sensors and Hybrid Classifiers”, International Journal of Computer Information Systems and Industrial Management, Vol. 5, pg. 345-353, 2013. O.Türkeş, Ş.Baydere, “Voice Quality Improvement with Error Concealment in Wireless Multimedia Sensor Networks”, WWIC’2012, Lecture Notes in Computer Science, Springer, 2012. P.Sarısaray, K.Irgan, Ş Baydere, “Broadband Communications, Networks, and Systems”, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Volume 66, Part 2, pp. 226-241, 2012. P.Sarısaray, V.Ç.Güngör, Ş. Baydere, E. Harmancı, “Quality Aware Image Transmission over Underwater Wireless Sensor Networks”, Ad Hoc Networks, 9 (7), p.1287, Elsevier, Sep 2011 M.Mutluoğlu, Ş.Baydere, “Network Capacity Analysis for Code Propagation in Wireless Sensor Networks”, Int. Journal of Ad hoc and Ubiqious.Computing, InderScience, Vol..7 Issue 4, pg: 221-234, 2011. P.Sarısaray, Ş.Baydere, E.Harmancı, “Robust Image Transmission over Wireless Sensor Networks”, Mobile Networks and Applications, Volume 16, Number 2, 149-170, Jan. 2011 H.Işılak, Ş.Baydere, “Smart Home Applications for Disabled People using Wireless Sensor Networks”, BBM Dergisi, Sayı:4, 2011. P.Sarısaray, Ş.Baydere, E.Harmancı, “Perceptual based Image Communication Service Framework for Wireless Sensor Networks”, Wireless Comm. And Mobile Computing, Wiley. P.Sarısaray, Ş.Baydere, E.Harmancı, “Robust Image Transmission over Wireless Sensor Networks”, MONET: Mobile Networks and Applications, Springer, DOI: 10.1007/s11036-010-0282-2 C. Basaran, Ş. Baydere, G. Küçük, “RH+: A Hybrid Localization Algorithm for Wireless Sensor Networks”, IEICE Transactions on Communications, vol.E91-B, No.6, pp.1852-1861, June 2008. Conference proceedings: Z.Esfandiari Baiat, Ş. Baydere, Smart City Traffic Monitoring: YOLOv7 Transfer Learning Approach for Real-Time Vehicle Detection, IEEE SmartNets 2023, 25-27 July 2023, Serdaroğlu KC, Baydere S.,B. , C. Charnspriyano, Location Aware Fog Computing Based Air Quality Monitoring System, IEEE SmartNets 2023, 25-27 July 2023, KC Serdaroglu, B Saovapakhiran, Z Esfandiari Baiat, S Baydere, C Charnsripinyo, F Mulyadi, S Ozdemir, Demonstration of Multi-Layer IoT Platform with QoS Support, 2023 International Conference on Smart Applications, Communications and Networking (SmartNets) pg 1-4 Ince S, Esfandiari Baiat Z., Baydere S Realtime Video Data Traffic Management for Publish-Subscribe based Messaging System, IEEE Smartnets 2022, 29 Nov- 1 Dec 2022 Nezir U., Bali İ., Baydere S., A Simulated Case Study of Smart Grid’s Impact on Enabling Renewable Energy, IEEE Smartnets 2022, 29 Nov-1 Dec 2022 Serdaroğlu KC, Saovapakhiran B. Baydere S. Real Time Air Quality Monitoring with Fog Computing Enabled IoT System: An Experimental Study, IEEE International Conference on Internet of Things and Intelligence System (IoTaIS 2022), Bali-Indonesia, 24-26 November, 2022 Sercan Sarı, Mehmet Erdem Çakır, Şebnem Baydere, Effect of Mobility on the Performance of IoT Networks, IEEE UBMK 2021, 15-17 September 2021, Ankara C. B. Gemirter, Ç. Şenturca and Ş. Baydere, "A Comparative Evaluation of AMQP, MQTT and HTTP Protocols Using Real-Time Public Smart City Data," 2021 6th International Conference on Computer Science and Engineering (UBMK), 2021, pp. 542-547, doi: 10.1109/UBMK52708.2021.9559032. K.C.Serdaroglu, S.Baydere, Data Freshness Model for P/S based Sensor Monitoring System, IEEE Signal Processing and Communications Applications Conference (SIU’20185), İzmir, May, 2018 K.C.Serdaroglu, S.Baydere On the Data Freshness for IoT Traffic Modelling for Real Time Emergency Observation Systems, IEEE FRUCT 2018, 13-16 Nov. 2018, Bologna, Italy G.Uslu, S.Baydere, “On the Activity Detection with Incomplete Acceleration Data using Iterative KNN Classifier”, IEEE International Conference on Systems, Man, and Cybernetics, SMC’2016, Budapest, 2016. İ.A.Güney, B.S.Ovant, S.Baydere, “Impact of RDMA Communication on the Performance of Distributed BFS Algorithm”, IEEE International Conference on High Performance Computing & Simulation, HPCS 2016, Austria, 2016. K.Ç.Serdaroğlu, G.Uslu, Ş.Baydere, “Medical Drug Adherence Monitoring with Real time Activity Recognition: An Experimental Study”, IEEE International Workshop on e-Health, Pervasive Wireless Applications and Services (eHPWAS 2015) in conjuction with IEEE Wimob, UAE, Oct.19, 2015. O.Can, G.Küçük, Ş.Baydere, A.O.Sarpkaya, O.Gürsoy, “An Experimental VoD Server for IPTV”, IEEE Signal Processing and Communication Applications (SIU), Malatya, Turkey, May 2015. A.K.Demir, O.Türkeş, Ş.Baydere, “Differentiating Emergency Voice Traffic in Indoor Wireless Activity Monitoring Network”, 10th IEEE Int. Conf on Wireless and Mobile Computing, Networking and Communications, Wimob’2014, Cyprus, 2014. K.Ç.Serdaroğlu, Ş.Baydere, “On the Performance of Asynchronous TCP Connections to Wireless Sensor Networks over WiFi”, IEEE Wireless Communications and Networking Conference, WCNC’2014, April 2014. A.K.Demir, E.Demiray, Ş.Baydere, “QoSMOS: Cross-Layer Quality of Service Architecture for Wireless Sensor Networks”, Wireless Networks Journal, Springer, published online first, August 2013, doi: 10.1007/s11276-013-0628-3. K.Irgan, C.Ünsalan, Ş.Baydere, “Low-cost Prioritization of Image Blocks in Wireless Sensor Networks for Border Surveillance”, Journal of Network and Computer Applications, Elsevier, published online first, July 2013, doi: 10.1016/j.jnca.2013.06.005. G.Uslu, Ş.Baydere, “SVMD: Support Vector Machines Based Human Activity Detection”, 21st IEEE SIU 2013, North Cyprus, 2013. A.K.Demir, K.Irgan, Ş.Baydere, E.Demiray, “Transmitting Objects in Images with Service Differentiation based Source Coding in Wireless Sensor Network”, IEEE/ACM IWCMC, Italy, 2013. K.Ç.Serdaroğlu, Ş.Baydere, “Seamless Interconnection of WSN and Internet”, IEEE 20th Int. Conf. on Software, Telecommunications and Computer Networks (SoftCOM 2012). O.Türkeş, Ş.Baydere, “Towards Inherent Error Resilient Voice Encoding Schemes in Audio Sensor Networks”, Int. Workshop on Wireless Network Testbeds, Experimental Eval. & Characterizations, ACM Sigmobile, In conj. with MOBICOM 2012. P.Sarısaray, K.Irgan, Ş Baydere, E.Harmancı, “IQAR: Image Quality Aware Routing for Wireless Sensor Networks”, Proc. of IEEE IWCMC, July 2011 O.Türkeş, Ş.Baydere, “Voice Quality Analysis in Wireless Multimedia Sensor Networks: An Experimental Study”, Proc. of IEEE Int. Conference on Intelligent Sensors, Sensor Networks and Information Processing. ISSNIP, Melbourne, 2011 G.Uslu, Ö.Altun, Ş.Baydere, “A Bayesian Approach to Human Indoor Monitoring”, Proc. of IEEE Int. Conference on Hybrid Intelligence Systems, HIS 2011, Malaysia, 2011. P.Sarısaray, K.Irgan, Ş.Baydere, “Image Quality Estimation in Wireless Multimedia Sensor Networks: An Experimental Study”, ICST Broadnets ’10, Lecture Notes in ICST, Greece, 2010. K.Irgan, C.Ünsalan, Ş.Baydere, “Priority Encoding of Image Data in Wireless Multimedia Sensor Networks for Border Surveillance”, ISCIS’2010, Lecture Notes in EE, London, 2010. B.Koşucu, K.Irgan, G.Küçük, Ş.Baydere, “FireSenseTB: A Wireless Sensor Networks TestBed for Forest Fire Detection”, Wireless Communication and Mobile Computing, pp.1173-1177, Leipzig, Germany, June 2009. G. Küçük, B. Koşucu, A. Yavaş, Ş. Baydere, “FireSense: Forest Fire Prediction and Detection System using Wireless Sensor Networks”, the 4th IEEE/ACM International Conference on Distributed Computing in Sensor Systems (DCOSS’08) , Santorini Island, Greece, June 2008. G. Küçük, Ş. Baydere, “Using Dynamic Virtual Ports for the Recovery of Objects in an Agent-based Mobile Computing Environment”, Proceedings of Int’l. Conference on Parallel and Distributed Applications and Techniques (PDPTA’98), Las Vegas, NA, pp.747-753, June 1998. Ş. Baydere, O. Demir, G. Devlet, G. Küçük, M.C. Yıldız, N. Çetin, C. Erdil, N. Girgin, “Relocatable Object Creation in a Mobile Computing Environment”, Procedings of Int’l. Conference on Parallel and Distributed Applications and Techniques (PDPTA’97), Las Vegas, NA, pp.1165-1169, June 1997. Ş. Baydere, O. Demir, G. Devlet, G. Küçük, M.C. Yıldız, N. Çetin, D.C. Erdil, N. Girgin, “MaROS: A Framework for Application Development on Mobile Hosts”, Procedings of Int’l. Conference on Parallel and Distributed Systems (Euro-PDS’97), Barcelona, Spain, pp.269-275, June 1997. M.Allen, Ş.Baydere, G.Küçük, E.Gaura, “Evaluation of Localization Algorithms”, Localization Algorithms and Strategies for Wireless Sensor Networks, IGI-Publishing, May 2009. Yazılan uluslararası kitaplar veya kitaplarda bölümler Serdaroğlu KC., Tekin A., Baydere S., Sağlıkta Uzaktan Takip ve Rehabilitasyon Türkiye Klinikleri Fizyoterapi ve Rehabilitasyon - Özel Konular, "Sağlıkta Dijitalleşme ve Rehabilitasyon" dergisi, Aralık 2022 Uslu G., Unal B., Aydın A., Baydere S. (2022) One-Class Classification Approach in Accelerometer-Based Remote Monitoring of Physical Activities for Healthcare Applications. In: Comito C., Forestiero A., Zumpano E. (eds) Integrating Artificial Intelligence and IoT for Advanced Health Informatics. Internet of Things (Technology, Communications and Computing). Springer, Cham. https://doi.org/10.1007/978-3-030-91181-2_2 Serdaroğlu K.Ç., Kadıoğlu T., Baydere S., Studies Comp.Intelligence, Vol. 715, Ronald R. Yager and Jordán Pascual Espada (Eds): New Advances in The Internet of Things, Springer 978-3-319-58189-7 (2017) M.Allen, Ş.Baydere, G.Küçük, E.Gaura, “Evaluation of Localization Algorithms”, Localization Algorithms and Strategies for Wireless Sensor Networks, IGI-Publishing, May 2009. Ulusal bilimsel toplantılarda sunulan ve bildiri kitabında basılan bildiriler Ş. Baydere, G. Küçük, “Recovering Distributed Applications on Mobile Computers”, Procedings of BAS’97, Ankara, Turkey, pp.74-79, June 1997.
