• 156 Citations
  • 6 h-Index
20052019
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Research Output 2005 2019

  • 156 Citations
  • 6 h-Index
  • 35 Conference contribution
  • 15 Article
  • 1 Conference article
2019

A glossary for research on human crowd dynamics

Adrian, J., Bode, N., Amos, M., Baratchy, M., Beerman, M., Boltes, M., Corbetta, A., Dezecache, G., Drury, J., Fu, Z., Geraerts, R., Gwynne, S., Hofinger, G., Hunt, A., Kanters, T., Kneidl, A., Konya, K., Köster, G., Küpper, M., Michalareas, G. & 19 others, Neville, F., Ntontis, E., Reicher, S., Ronchi, E., Schadschneider, A., Seyfried, A., Shipman, A., Sieben, A., Spearpoint, M., Brent, G., Templeton, A., Toschi, F., Yucel, Z., Zanlungo, F., Zuriguel, I., van der Wal, N., van Schadewijk, F., von Krüchten, C. & Wijermans, N., Mar 2019, In : Collective dynamics. 4, p. 1 13 p.

Research output: Contribution to journalArticle

Open Access
computer science
technical language
physics
psychology
social science

A signal processing perspective on human gait: Decoupling walking oscillations and gestures

Gregorj, A., Yucel, Z., Hara, S., Monden, A. & Shiomi, M., Jan 1 2019, Interactive Collaborative Robotics - 4th International Conference, ICR 2019, Proceedings. Rigoll, G., Ronzhin, A. & Meshcheryakov, R. (eds.). Springer Verlag, p. 75-85 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11659 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech processing
Gesture recognition
Gait
Gesture
Decoupling

A signal processing perspective on human gait: Decoupling walking oscillations and gestures

Gregorj, A., Yucel, Z., Hara, S., Monden, A. & Shiomi, M., 2019, (Accepted/In press) Proceedings of the International Conference on Interactive Collaborative Robotics 2019.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Assessing the effect of varying word classes on behavioral variables in technology mediated vocabulary learning

Supitayakul, P., Yucel, Z., Monden, A. & Leelaprute, P., 2019, Proceedings of the International Conference on Learning Technologies and Learning Environments 2019.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Smoothing for Software Effort Estimation

Yucel, Z., Korenaga, K. & Monden, A., 2019, (Accepted/In press) Proceedings of the International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gender profiling of pedestrian dyads

Yucel, Z., Zanlungo, F. & Kanda, T., 2019, (Accepted/In press) Proceedings of the Conference on Traffic and Granular Flow 2019 .

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification of social relation within pedestrian dyads

Yucel, Z., Zanlungo, F., Feliciani, C., Gregorj, A. & Kanda, T., Jan 1 2019, In : PloS one. 14, 10, e0223656.

Research output: Contribution to journalArticle

Open Access
Social Identification
trajectories
Bayes Theorem
Leisure Activities
Trajectories

Kurtosis and Skewness Adjustment for Software Effort Estimation

Fukui, S., Monden, A. & Yucel, Z., May 21 2019, Proceedings - 25th Asia-Pacific Software Engineering Conference, APSEC 2018. IEEE Computer Society, p. 504-511 8 p. 8719446. (Proceedings - Asia-Pacific Software Engineering Conference, APSEC; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Software engineering
Normal distribution
Linear regression
Industry

On Preventing Symbolic Execution Attacks by Low Cost Obfuscation

Seto, T., Monden, A., Yucel, Z. & Kanzaki, Y., 2019, (Accepted/In press) Proceedings of the International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Proposal of Association Rule with Correlation Functions and Its Application to Software Development Data.

Saito, H., Monden, A., Yucel, Z. & Morisaki, S., Jan 1 2019, In : Computer Software. 36, 3, p. 47-53 7 p.

Research output: Contribution to journalArticle

Association rules
Software engineering

Quantitative evaluation of the relation between blink related features and engagement

Yucel, Z., Koyama, S. & Monden, A., 2019, (Accepted/In press) Proceedings of the European Conference on Visual Perception 2019.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Software defect prediction using automated machine learning

Tanaka, K., Monden, A. & Yucel, Z., 2019, (Accepted/In press) Proceedings of the International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The effect of social groups on the dynamics of bi-directional pedestrian flow: a numerical study

Zanlungo, F., Crociani, L., Yucel, Z. & Kanda, T., 2019, (Accepted/In press) Proceedings of the Conference on Traffic and Granular Flow.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ソフトウェアバグ予測におけるauto-sklearnの有効性評価

Tanaka, K., Monden, A. & Yucel, Z., 2019, (Accepted/In press) In : Computer Software.

Research output: Contribution to journalArticle

相関関数を扱うアソシエーションルールの提案とソフトウェア開発データへの適用

Saito, H., Monden, A., Yucel, Z. & Morisaki, S., 2019, (Accepted/In press) In : Computer Software.

Research output: Contribution to journalArticle

2018

An attempt to line-wise bug prediction using moving window

Fukutani, K., Monden, A., Yucel, Z. & Hata, H., Jan 1 2018, In : Computer Software. 35, 4, p. 122-128 7 p.

Research output: Contribution to journalArticle

Cross-validation-based association rule prioritization metric for software defect characterization

Watanabe, T., Monden, A., Yucel, Z., Kamei, Y. & Morisaki, S., Sep 1 2018, In : IEICE Transactions on Information and Systems. E101D, 9, p. 2269-2278 10 p.

Research output: Contribution to journalArticle

Association rules
Defects

Estimating social relation from trajectories

Yucel, Z., Zanlungo, F., Feliciani, C. & Kanda, T., 2018, Estimating social relation from trajectories .

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Extended association rule mining with correlation functions

Saito, H., Monden, A. & Yucel, Z., Nov 9 2018, Proceedings - 2018 IEEE/ACIS 3rd International Conference on Big Data, Cloud Computing, Data Science and Engineering, BCD 2018. Institute of Electrical and Electronics Engineers Inc., p. 79-84 6 p. 8530696

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Association rules
Software engineering
Industry

Extended Association Rule Mining with Correlation Functions,

Saitoh, H., Monden, A. & Yucel, Z., 2018, Extended Association Rule Mining with Correlation Functions, .

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Generation of mimic software project data sets for software engineering research

Gan, M., Sasaki, K., Monden, A. & Yucel, Z., Jan 1 2018, In : CEUR Workshop Proceedings. 2273, p. 30-37 8 p.

Research output: Contribution to journalConference article

Engineering research
Software engineering
Industry
2 Citations (Scopus)

Modeling the impact of interaction on pedestrian group motion

Yucel, Z., Zanlungo, F. & Shiomi, M., Jan 14 2018, (Accepted/In press) In : Advanced Robotics. p. 1-11 11 p.

Research output: Contribution to journalArticle

Trajectories
Robots

Pedestrian Models for Robot Motion

Morales Saiki, L. Y., Zanlungo, F., Ferreri, F., Even, J., Yucel, Z. & Kanda, T., 2018, Pedestrian Models for Robot Motion .

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predictability classification for software effort estimation

Kinoshita, N., Monden, A., Tshunoda, M. & Yucel, Z., Nov 9 2018, Proceedings - 2018 IEEE/ACIS 3rd International Conference on Big Data, Cloud Computing, Data Science and Engineering, BCD 2018. Institute of Electrical and Electronics Engineers Inc., p. 43-48 6 p. 8530690

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Software engineering
Industry
Experiments

Social group behavior in triads: dependence on relation, gender, age and height

Zanlungo, F., Yucel, Z. & Kanda, T., 2018, Social group behavior in triads: dependence on relation, gender, age and height .

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Two-step Software Effort Estimation and Its Empirical Evaluation,

Kinoshita, N., Tsunoda, M., Monden, A. & Yucel, Z., 2018, Two-step Software Effort Estimation and Its Empirical Evaluation, .

Research output: Chapter in Book/Report/Conference proceedingConference contribution

移動窓によるソフトウェアバグの行レベル予測の試み

Fukutani, K., Monden, A., Yucel, Z. & Hata, H., 2018, (Accepted/In press) In : 9th Conference Proceedings JSSST.

Research output: Contribution to journalArticle

2017
9 Citations (Scopus)

Intrinsic group behaviour: Dependence of pedestrian dyad dynamics on principal social and personal features

Zanlungo, F., Yucel, Z., Brščić, D., Kanda, T. & Hagita, N., Nov 1 2017, In : PLoS One. 12, 11, e0187253.

Research output: Contribution to journalArticle

group behavior
walking
Shopping centers
Walking
gender
2 Citations (Scopus)

Social Group Motion in Robots

Zanlungo, F., Yucel, Z., Ferreri, F., Even, J., Morales Saiki, L. Y. & Kanda, T., Jan 1 2017, Social Robotics - 9th International Conference, ICSR 2017, Proceedings. Springer Verlag, Vol. 10652 LNAI. p. 474-484 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10652 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robot
Robots
Robot applications
Wheelchairs
Motion

The effect of social roles on group behaviour

Zanlungo, F., Yucel, Z. & Kanda, T., Oct 17 2017, h International Conference on Pedestr ian and Evacuation Dynamics (PED2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Walk the Talk: Gestures in Mobile Interaction

Yucel, Z., Zanlungo, F. & Shiomi, M., Jan 1 2017, Social Robotics - 9th International Conference, ICSR 2017, Proceedings. Springer Verlag, Vol. 10652 LNAI. p. 220-230 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10652 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gesture
Walk
Robots
Interaction
Navigation
2013

An inference engine for estimating outside states of clinical test items

Sakata, M., Yucel, Z., Shinozawa, K., Hagita, N., Imai, M., Furutani, M. & Matsuoka, R., Oct 2013, In : ACM Transactions on Management Information Systems. 4, 3, a13.

Research output: Contribution to journalArticle

Inference engines
Health
Costs
Set theory
Artificial intelligence
17 Citations (Scopus)

Deciphering the crowd: Modeling and identification of pedestrian group motion

Yucel, Z., Zanlungo, F., Ikeda, T., Miyashita, T. & Hagita, N., Jan 2013, In : Sensors (Switzerland). 13, 1, p. 875-897 23 p.

Research output: Contribution to journalArticle

Social Identification
Group Structure
Uncertainty
Testing
surveillance
33 Citations (Scopus)

Joint attention by gaze interpolation and saliency

Yucel, Z., Salah, A. A., Meriçli, Ç., Mericļi, T., Valenti, R. & Gevers, T., Jun 2013, In : IEEE Transactions on Cybernetics. 43, 3, p. 829-842 14 p.

Research output: Contribution to journalArticle

Interpolation
Human robot interaction
Image acquisition
Lighting
Robots
2012

Modeling and Identification of Group Motion via Compound Evaluation of Positional and Directional Cues

Yucel, Z., Miyashita, T. & Hagita, N., 2012, IEEE International Conference on Pattern Recognition (ICPR 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Modeling Indicators of Coherent Motion

Yucel, Z., Zanlungo, F., Ikeda, T., Miyashita, T. & Hagita, N., 2012, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011
6 Citations (Scopus)

Identification of mobile entities based on trajectory and shape information

Yucel, Z., Ikeda, T., Miyashita, T. & Hagita, N., 2011, IROS'11 - 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems: Celebrating 50 Years of Robotics. p. 3589-3594 6 p. 6048433

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Object recognition
2010

Kafa duruşu kestirimlerinden bakiş yönünün türetilmesi

Translated title of the contribution: Derivation of gaze direction from head pose estimatesYucel, Z., Salah, A. A., Meriçli, Ç. . & Meriçli, T., 2010, SIU 2010 - IEEE 18th Signal Processing and Communications Applications Conference. p. 224-227 4 p. 5652736

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human computer interaction
Concretes
Robots
Experiments
4 Citations (Scopus)

Watermarking via zero assigned filter banks

Yucel, Z. & Özgüler, A. B., Feb 2010, In : Signal Processing. 90, 2, p. 467-479 13 p.

Research output: Contribution to journalArticle

Filter banks
Watermarking
Wavelet decomposition
Additive noise
Color
2009
1 Citation (Scopus)

Araç sürücüleri i̇çin silindirik model tabanli kafa duruşu kestirimi

Translated title of the contribution: Cylindrical model based head pose estimation for driversYucel, Z., Valenti, R. & Sebe, N., 2009, 2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009. p. 213-216 4 p. 5136370

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Security systems
driver
Experiments
experiment
2 Citations (Scopus)

Automated discrimination of psychotropic drugs in mice via computer vision-based analysis

Yucel, Z., Sara, Y., Duygulu, P., Onur, R., Esen, E. & Ozguler, A. B., Jun 15 2009, In : Journal of Neuroscience Methods. 180, 2, p. 234-242 9 p.

Research output: Contribution to journalArticle

Psychotropic Drugs
Pharmaceutical Preparations
Software
Amphetamine
Diazepam

Head Pose and Neural Network Based Gaze Direction Estimation for Joint Attention Modeling in Embodied Agents

Yucel, Z. & Salah, A. A., 2009, Annual Meeting of Cognitive Science Society (CogSci 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Citations (Scopus)

Joint visual attention modeling for naturally interacting robotic agents

Yucel, Z., Salah, A. A., Meriçli, Ç. & Meriçli, T., 2009, 2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009. p. 242-247 6 p. 5291820

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robotics
Trajectories
6 Citations (Scopus)

Resolution of focus of attention using gaze direction estimation and saliency computation

Yucel, Z. & Salah, A. A., 2009, Proceedings - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009. 5349547

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent agents
Interfaces (computer)
Experiments
41 Citations (Scopus)

Robustifying eye center localization by head pose cues

Valenti, R., Yucel, Z. & Gevers, T., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. p. 612-618 7 p. 5206640

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2008
4 Citations (Scopus)

Detection of epileptic indicators on clinical subbands of EEG

Yücel, Z. & Özgüler, A. B., 2008, European signal processing conference (Eusipco 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Brain
1 Citation (Scopus)

EEG i̇şareti üzerinde sara ataklarinin ve sara belirtisi i̇şaretlerin bulunmasi

Translated title of the contribution: Detection of epilepsy seizures and epileptic indicators in EEG signalsYucel, Z. & Özgüler, A. B., 2008, 2008 IEEE 16th Signal Processing, Communication and Applications Conference, SIU. 4632759

Research output: Chapter in Book/Report/Conference proceedingConference contribution

epilepsy
seizure
Electroencephalography
Brain
brain
2007

Farelerde lokomotor aktivite degisimine neden olan ilaclarin bir bilgisayar yazilimi ile ayirt edilmesi

Esen, E., Yucel, Z., Sara, Y., Onur, R. & Duygulu, P., 2007, Ulusal Farmokoloji Kongresi 2007.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Yapay gorme tabanli bir kayit ve analiz sistemi ile psikotrop ilaclarin farelerde olursturdugu davranis farkliliklarinin ayirt edilmesi

Yucel, Z., Esen, E., Duygulu, P., Sara, Y. & Onur, R., 2007, Ulusal Farmakoloji Kongresi 2007.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2005
2 Citations (Scopus)

An audio watermarking algorithm via zero assigned filter banks

Yucel, Z. & Özgüler, A. B., 2005, 13th European Signal Processing Conference, EUSIPCO 2005. p. 2438-2441 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Audio watermarking
Filter banks
Wavelet decomposition
Additive noise
Watermarking