Education Information
2009 - 2015
2009 - 2015Doctorate
Bogazici University, Instıtute Of Scıence, Bilgisayar Mühendisliği, Turkey
2007 - 2009
2007 - 2009Postgraduate
Bogazici University, Instıtute Of Scıence, Bilgisayar Mühendisliği, Turkey
1999 - 2004
1999 - 2004Undergraduate
Bogazici University, Faculty Of Engineering, Bilgisayar Mühendisliği, Turkey
Dissertations
2015
2015Doctorate
Human activity recognition with wireless sensor networks using machine learning
Boğaziçi Üniversitesi, Bilgisayar Mühendisliği (Dr)
2009
2009Postgraduate
RFID enhanced wireless sensor networks for healthcare monitoring
Boğaziçi Üniversitesi, Bilgisayar Mühendisliği (Yl) (Tezli)
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Computer Sciences
Artificial Intelligence, Computer Learning and Pattern Recognition
Engineering and Technology
Academic Titles / Tasks
2023 - Continues
2023 - ContinuesAssociate Professor
Middle East Technical University, Faculty of Engineering, Department of Computer Engineering
2018 - 2023
2018 - 2023Assistant Professor
Middle East Technical University, Faculty of Engineering, Department of Computer Engineering
2017 - 2018
2017 - 2018Assistant Professor
Middle East Technical University, Faculty of Engineering, Department of Computer Engineering
2009 - 2015
2009 - 2015Research Assistant
Bogazici University, Faculty Of Engineering, Department Of Computer Engıneerıng
Managerial Experience
2022 - Continues
2022 - ContinuesDeputy Head of Department
Middle East Technical University, Faculty of Engineering, Department of Computer Engineering
Non Academic Experience
2007 - 2008
2007 - 2008Marketing Yöneticisi
Akbank
2006 - 2007
2006 - 2007Yazılım Mühendisi
Turkcell
2004 - 2006
2004 - 2006Yazılım Mühendisi
Telenity
Advising Theses
2023
2023Postgraduate
Semi-automated image labeling framework for honeybee (Apis mellifera) detection and tracking in automated bee hive applications
Alemdar H. (Advisor)
A.EMRE(Student)
2023
2023Doctorate
Enhancing the stability and quality assessment of visual explanations for thorax disease classification using deep learning
Alemdar H. (Advisor)
S.RAHIMIAGHDAM(Student)
2023
2023Postgraduate
Rapid lift and drag prediction tool with multi-layer perceptron model for supercritical airfoils
Baran Ö. U., Alemdar H. (Co-Advisor)
C.ATLI(Student)
2022
2022Postgraduate
Explainable recommendations using extracted topics from item reviews and word matching
ALEMDAR H. (Advisor)
M.TUNÇ(Student)
2022
2022Postgraduate
Extraction of interpretable decision rules from black-box models for classification tasks
ALEMDAR H. (Advisor)
E.BERK(Student)
2021
2021Doctorate
A deep learning methodology for the flow field prediction around airfoils
Baran Ö. U., Alemdar H. (Co-Advisor)
C.DURU(Student)
2021
2021Postgraduate
Balanced Path Generation and Reliability Extension for In-band Network Telemetry
Onur E. (Advisor), Alemdar H. (Co-Advisor)
G.ŞİMŞEK(Student)
2019
2019Postgraduate
Base Station Power Optimization for Green Networks Using Reinforcement Learning
Alemdar H. (Advisor)
S.AKTAŞ(Student)
2019
2019Postgraduate
ABSTRACTIVE TEXT SUMMARIZATION ON WIKIHOW DATASET USING SENTENCE EMBEDDINGS
Alemdar H. (Advisor)
B.TOZYILMAZ(Student)
2019
2019Postgraduate
Spatio-Temporal Cohesive Networks for Evaluating Team Behavior in Soccer
Alemdar H. (Advisor)
E.KÜLAH(Student)
2019
2019Postgraduate
Covert channel detection using machine learning methods
Alemdar H. (Advisor)
İ.GAMZE(Student)
2019
2019Postgraduate
Precise indoor positioning using Bluetooth Low Energy (BLE) technology
Alemdar H. (Advisor)
A.KEREM(Student)
Designed Lessons
Undergraduate
UndergraduateSPECIAL TOPICS IN COMPUTER ENGINEERING: SOFTWARE CONSTRUCTION
Alemdar H.
Published journal articles indexed by SCI, SSCI, and AHCI
2024
2024Evaluating the quality of visual explanations on chest X-ray images for thorax diseases classification
Rahimiaghdam S., ALEMDAR H.
Neural Computing and Applications
, vol.36, no.17, pp.10239-10255, 2024 (SCI-Expanded)
2023
2023Effects of lithium on locomotor activity and circadian rhythm of honey bees
ERDEM B., ARSLAN O. C., SEVİN S., GÖZEN A. G., Agosto-Rivera J. L., Giray T., et al.
Scientific Reports
, vol.13, no.1, 2023 (SCI-Expanded)
2023
2023COVID-19 forecasting using shifted Gaussian Mixture Model with similarity-based estimation
Külah E., Çetinkaya Y. M., Özer A. G., Alemdar H.
EXPERT SYSTEMS WITH APPLICATIONS
, vol.214, 2023 (SCI-Expanded)
2022
2022Towards 5G and beyond radio link diagnosis: Radio link failure prediction by using historical weather, link parameters
Aktas S., ALEMDAR H., Ergut S.
COMPUTERS & ELECTRICAL ENGINEERING
, vol.99, 2022 (SCI-Expanded)
2022
2022A deep learning approach for the transonic flow field predictions around airfoils
DURU C., ALEMDAR H., BARAN Ö. U.
Computers and Fluids
, vol.236, 2022 (SCI-Expanded)
2021
2021CNNFOIL: convolutional encoder decoder modeling for pressure fields around airfoils
DURU C., ALEMDAR H., BARAN Ö. U.
Neural Computing and Applications
, vol.33, no.12, pp.6835-6849, 2021 (SCI-Expanded)
2021
2021Obstruction-Aware Signal-Loss-Tolerant Indoor Positioning Using Bluetooth Low Energy
Taskan A. K., ALEMDAR H.
SENSORS
, vol.21, no.3, pp.1-28, 2021 (SCI-Expanded)
2020
2020Quantifying the value of sprints in elite football using spatial cohesive networks
Külah E., Alemdar H.
CHAOS SOLITONS & FRACTALS
, vol.139, 2020 (SCI-Expanded)
2019
2019How do soccer teams coordinate consecutive passes? A visual analytics system for analysing the complexity of passing sequences using soccer flow motifs
Malqui J. L. S., Romero N. M. L., Garcia R., Alendar H., Comba J. L.
COMPUTERS & GRAPHICS-UK
, vol.84, pp.122-133, 2019 (SCI-Expanded)
2017
2017Multi-resident activity tracking and recognition in smart environments
Alemdar H., Ersoy C.
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING
, vol.8, no.4, pp.513-529, 2017 (SCI-Expanded)
2017
2017Active learning with uncertainty sampling for large scale activity recognition in smart homes
Alemdar H., VAN KASTEREN T. L. M., Ersoy C.
JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS
, vol.9, no.2, pp.209-223, 2017 (SCI-Expanded)
2017
2017Efficient and Versatile FPGA Acceleration of Support Counting for Stream Mining of Sequences and Frequent Itemsets
PROSTBOUCLE A., PETROT F., LEROY V., ALEMDAR H.
ACM Transactions on Reconfigurable Technology and Systems
, vol.10, pp.1-25, 2017 (SCI-Expanded)
2015
2015Daily life behaviour monitoring for health assessment using machine learning: bridging the gap between domains
Alemdar H., Tunca C., Ersoy C.
PERSONAL AND UBIQUITOUS COMPUTING
, vol.19, no.2, pp.303-315, 2015 (SCI-Expanded)
2014
2014Multimodal Wireless Sensor Network-Based Ambient Assisted Living in Real Homes with Multiple Residents
Tunca C., Alemdar H., Ertan H., Incel O. D., Ersoy C.
SENSORS
, vol.14, no.6, pp.9692-9719, 2014 (SCI-Expanded)
2010
2010Wireless sensor networks for healthcare: A survey
Alemdar H., Ersoy C.
COMPUTER NETWORKS
, vol.54, no.15, pp.2688-2710, 2010 (SCI-Expanded)
2010
2010Wireless Healthcare Monitoring with RFID-Enhanced Video Sensor Networks
Alemdar H., Durmus Y., Ersoy C.
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS
, 2010 (SCI-Expanded)
Articles Published in Other Journals
2022
2022A Minimally Invasive Approach Towards "Ecosystem Hacking" With Honeybees
Stefanec M., Hofstadler D. N., Krajnik T., TURGUT A. E., ALEMDAR H., Lennox B., et al.
FRONTIERS IN ROBOTICS AND AI
, vol.9, 2022 (ESCI)
2022
2022Prediction of the Ball Location on the 2D Plane in Football Using Optical Tracking Data
Amirli A., Alemdar H.
Academic Platform-Journal of Engineering and Science , vol.10, no.1, pp.1-8, 2022 (Peer-Reviewed Journal)
2021
2021Base Station Power Optimization for Green Networks Using Reinforcement Learning
Aktaş S., Alemdar H.
Sakarya University Journal of Computer and Information Sciences (Online) , vol.4, no.2, pp.244-265, 2021 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
2022
2022Robotic Replicants for Improving Queen Bee Health and Persistence of the Honey Bee Colony
ALEMDAR H., Arslan O. C., Arvin F., Broughton G., Dvoracek D., Erdem B., et al.
47th APIMONDIA International Apicultural Congress, İstanbul, Turkey, 24 August 2022
2021
2021The Effect of Loss Functions on the Deep Learning Modeling for the Flow Field Predictions Around Airfoils
Doğan A., Duru C., Alemdar H., Baran Ö. U.
11th ANKARA INTERNATIONAL AEROSPACE CONFERENCE, Ankara, Turkey, 8 - 10 September 2021, pp.1-9
2020
2020Covert Channel Detection Using Machine Learning
Cavusoglu I. G., ALEMDAR H., ONUR E.
28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 October 2020
2019
2019DroPPPP: A P4 Approach to Mitigating DoS Attacks in SDN
Simsek G., BOSTAN H., Sarica A. K., Sarikaya E., KELEŞ A., ANGIN P., et al.
20th World Conference on Information Security Applications, WISA 2019, Jeju Island, South Korea, 21 - 24 August 2019, pp.55-66
2019
2019Multi-Connectivity Enabled User Association
Simsek G., Alemdar H., Onur E.
30th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019, İstanbul, Turkey, 8 - 11 September 2019
2018
2018Predicting soccer events from optical tracking data Optik takip verisinden futbol olaylarinin kestirimi
Özdemir E., ALEMDAR H.
26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Turkey, 2 - 05 May 2018, pp.1-4
2017
2017Scalable high-performance architecture for convolutional ternary neural networks on FPGA
Prost-Boucle A., BOURGE A., Petrot F., Alemdar H., CALDWELL N., Leroy V.
27th International Conference on Field Programmable Logic and Applications, FPL 2017, Gent, Belgium, 4 - 06 September 2017
2017
2017Ternary Neural Networks for Resource-Efficient AI Applications
Alemdar H., Leroy V., Prost-Boucle A., Petrot F.
International Joint Conference on Neural Networks (IJCNN), Alaska, United States Of America, 14 - 19 May 2017, pp.2547-2554
2015
2015Sleep Quality Monitoring with Ambient and Mobile Sensing
Kahveci A. Y., Alemdar H., Ersoy C.
2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), Malatya, Turkey, 16 - 19 May 2015
2014
2014Multi-Resident human behaviour identification in ambient assisted living environments
Alemdar H.
16th ACM International Conference on Multimodal Interaction, ICMI 2014, İstanbul, Turkey, 12 - 16 November 2014, pp.369-373
2014
2014A Unified Model for Human Behavior Modeling using a Hierarchy with a Variable Number of States
Alemdar H., van Kasteren T. L. M., Niessen M. E., MERENTİTİS A., Ersoy C.
22nd International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 24 - 28 August 2014, pp.3804-3809
2013
2013ARAS Human Activity Datasets In Multiple Homes with Multiple Residents
Alemdar H., Ertan H., Incel O. D., Ersoy C.
7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), Venice, Italy, 5 - 08 May 2013, pp.232-235
2012
2012A smart couch design for improving the quality of life of the patients with cognitive diseases Bi̇li̇şsel rahatsizliklari olan ki̇şi̇ leri̇n yaşam kali̇tesi̇ni̇ artirmak i̇çi̇n akilli bi̇r koltuk tasarimi
Ertan H., Alemdar H., Incel Ö. D., Ersoy C.
2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012
2011
2011Using Active Learning to Allow Activity Recognition on a Large Scale
ALEMDAR H., van kasteren t., ERSOY C.
AMBIENT INTELLIGENCE, Amsterdam, Netherlands, 16 - 18 November 2011, vol.7040, pp.105-114
2010
2010A robust multimodal fall detection method for ambient assisted living applications Ortam destekli yaşam uygulamalari için gürbüz düşme sezme yöntemi
Alemdar H., Kara Y. E., Özen M. O., Yavuz G. R., Incel Ö. D., Akarun L., et al.
18th IEEE Signal Processing and Communications Applications Conference, SIU 2010, Diyarbakır, Turkey, 22 - 24 April 2010, pp.204-207
2010
2010WeCare: Wireless enhanced healthcare
Alemdar H., Ersoy C.
12th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2010, Chalkidiki, Greece, 27 - 30 May 2010, vol.29, pp.855-858
2010
2010Demo Abstract: Multi-modal Fall Detection within the WeCare Framework
Alemdar H., Yavuz G. R., Ozen M. O., Kara Y. E., Incel O. D., Akarun L., et al.
9th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Stockholm, Sweden, 12 - 16 April 2010, pp.436-437
2009
2009Using Wireless Sensor Network Technologies for Elder and Child Care: An Application Architecture Proposal
Alemdar H., Ersoy C.
IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Turkey, 9 - 11 April 2009, pp.930-933
Supported Projects
2021 - 2026
2021 - 2026ROBOtic Replicants for Optimizing the Yield by Augmenting Living Ecosystems
H2020 Project
(Project Abstract)
Şahin E. (Executive), Turgut A. E., Alemdar H.
2018 - 2021
2018 - 2021Spor Uygulamalarinda Yorumlanabilir Makine Öğrenmesi
Project Supported by Higher Education Institutions
ALEMDAR H. (Executive)
2018 - 2020
2018 - 2020Yorumlanabilir Makine Öğrenmesi ile İnsan-Makine Etkileşiminin Artırılması
TUBITAK Project
Alemdar H. (Executive)
2017 - 2018
2017 - 2018