Asst. Prof.

HANDE ALEMDAR


Faculty of Engineering

Department of Computer Engineering

Education Information

2009 - 2015

2009 - 2015

Doctorate

Boğaziçi Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği, Turkey

2007 - 2009

2007 - 2009

Post Graduate

Boğaziçi Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği, Turkey

1999 - 2004

1999 - 2004

Under Graduate

Boğaziçi Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği, Turkey

Dissertations

2015

2015

Doctorate

Human activity recognition with wireless sensor networks using machine learning

Boğaziçi Üniversitesi, Bilgisayar Mühendisliği (Dr)

2009

2009

Post Graduate

RFID enhanced wireless sensor networks for healthcare monitoring

Boğaziçi Üniversitesi, Bilgisayar Mühendisliği (Yl) (Tezli)

Foreign Languages

C1 Advanced

C1 Advanced

English

Research Areas

Computer Sciences, Artificial Intelligence, Computer Learning and Pattern Recognition, Engineering and Technology

Academic Titles / Tasks

2018 - Continues

2018 - Continues

Assistant Professor

Middle East Technical University, Faculty Of Engineering, Department Of Computer Engineering

2017 - 2018

2017 - 2018

Assistant Professor

Middle East Technical University, Faculty Of Engineering, Department Of Computer Engineering

2009 - 2015

2009 - 2015

Research Assistant

Boğaziçi Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü

Courses

Post Graduate

Post Graduate

BIG DATA ANALYTICS

Designed Lessons

Post Graduate

Post Graduate

BIG DATA ANALYTICS

Alemdar H.

Under Graduate

Under Graduate

SPECIAL TOPICS IN COMPUTER ENGINEERING: SOFTWARE CONSTRUCTION

Alemdar H.

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

2021

2021

CNNFOIL: 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 (Journal Indexed in SCI Expanded) identifier

2020

2020

Quantifying the value of sprints in elite football using spatial cohesive networks

Külah E. , Alemdar H.

CHAOS SOLITONS & FRACTALS, vol.139, 2020 (Journal Indexed in SCI) identifier identifier

2017

2017

Multi-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 (Journal Indexed in SCI) identifier identifier

2017

2017

Efficient 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 (Journal Indexed in SCI Expanded) identifier

2017

2017

Active 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 (Journal Indexed in SCI) Creative Commons License identifier identifier

2015

2015

Daily 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 (Journal Indexed in SCI) identifier identifier

2010

2010

Wireless sensor networks for healthcare: A survey

Alemdar H. , Ersoy C.

COMPUTER NETWORKS, vol.54, no.15, pp.2688-2710, 2010 (Journal Indexed in SCI) identifier identifier

2010

2010

Wireless Healthcare Monitoring with RFID-Enhanced Video Sensor Networks

Alemdar H. , Durmus Y., Ersoy C.

INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2010 (Journal Indexed in SCI) identifier identifier

Refereed Congress / Symposium Publications in Proceedings

2020

2020

Covert Channel Detection Using Machine Learning

Çavuşoğlu İ. G. , Alemdar H. , Onur E.

28th Signal Processing and Communications Applications Conference (SIU), 05 October 2020, pp.1-4

2019

2019

DroPPPP: 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 identifier

2019

2019

Multi-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 identifier

2018

2018

Predicting 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 identifier

2017

2017

Scalable 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 Creative Commons License identifier identifier

2017

2017

Ternary 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 Creative Commons License identifier identifier

2015

2015

Sleep 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 identifier identifier

2014

2014

Multi-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 identifier

2014

2014

A 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 identifier identifier

2013

2013

ARAS 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 Creative Commons License identifier identifier

2011

2011

Using 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 identifier identifier

2010

2010

A 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 identifier

2010

2010

WeCare: 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 identifier

2010

2010

Demo 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 identifier identifier

2009

2009

Using 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 identifier identifier


Citations

Total Citations (WOS): 894

h-index (WOS): 8