Assoc. Prof.HANDE ALEMDAR


Faculty of Engineering, Department of Computer Engineering


Research Areas: Computer Sciences, Artificial Intelligence, Computer Learning and Pattern Recognition, Engineering and Technology


Names in Publications: Alemdar Hande, Alemdar Hande Ozgur

Metrics

Publication

33

Citation (WoS)

1090

Citation (Scopus)

1455

H-Index (WoS)

9

H-Index (Scopus)

10

Project

7

Thesis Advisory

6

Open Access

11
UN Sustainable Development Goals

Education Information

2009 - 2015

2009 - 2015

Doctorate

Bogazici University, Instıtute Of Scıence, Bilgisayar Mühendisliği, Turkey

2007 - 2009

2007 - 2009

Postgraduate

Bogazici University, Instıtute Of Scıence, Bilgisayar Mühendisliği, Turkey

1999 - 2004

1999 - 2004

Undergraduate

Bogazici University, Faculty Of Engineering, Bilgisayar Mühendisliği, Turkey

Dissertations

2015

2015

Doctorate

Human activity recognition with wireless sensor networks using machine learning

Boğaziçi Üniversitesi, Bilgisayar Mühendisliği (Dr)

2009

2009

Postgraduate

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

Bogazici University, Faculty Of Engineering, Department Of Computer Engıneerıng

Courses

Postgraduate

Postgraduate

BIG DATA ANALYTICS

Designed Lessons

Postgraduate

Postgraduate

BIG DATA ANALYTICS

Alemdar H.

Undergraduate

Undergraduate

SPECIAL TOPICS IN COMPUTER ENGINEERING: SOFTWARE CONSTRUCTION

Alemdar H.

Published journal articles indexed by SCI, SSCI, and AHCI

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 (Peer-Reviewed Journal) identifier 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 (Peer-Reviewed Journal) 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 (Peer-Reviewed Journal) identifier 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 (Peer-Reviewed Journal) Creative Commons License 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 (Peer-Reviewed Journal) 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 (Peer-Reviewed Journal) Sustainable Development 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 (Peer-Reviewed Journal) Sustainable Development 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 (Peer-Reviewed Journal) identifier identifier

Articles Published in Other Journals

2022

2022

Prediction 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

2021

Base 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

2021

2021

The 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

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 identifier

2020

2020

Covert 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 identifier 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 Sustainable Development 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 Sustainable Development 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 Sustainable Development 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 Sustainable Development 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 Sustainable Development identifier identifier


Citations

Total Citations (WOS): 1090

h-index (WOS): 9