Journal Conference Patent Thesis

Journal Articles
  1. Francesco Zanlungo, Claudio Feliciani, Zeynep Yücel, Katsuhiro Nishinari, Takayuki Kanda
    A pure number to assess "congestion" in pedestrian crowds

    Transportation Research Part B (under review).

     

  2. Florian Pellegrin, Zeynep Yücel, Akito Monden, Pattara Leelaprute
    Interpreting the digital ecosystem: A case study on task estimation from activity logs

    Empirical Software Engineering (under review).

     

  3. Kento Korenaga, Zeynep Yücel, Akito Monden
    Data Smoothing for Software Project Data Sets

    International Journal of Software Innovation (under review).

     

  4. Parisa Supitayakul, Zeynep Yücel, Akito Monden, Pattara Leelaprute
    Identification of behavioral variables for efficient representation of difficulty in vocabulary learning systems

    International Journal of Learning Technologies and Learning Environments, Vol. 3, No. 1, pp. 51 – 60, June 2020.

     

  5. Zeynep Yücel, Serina Koyama, Akito Monden, Mariko Sasakura
    Estimating engagement from ocular landmarks

    International Journal of Human-Computer Interaction, Vol. 36, No. 16, pp. 1527-1539 (2020).
    doi: 10.1080/10447318.2020.1768666.
    Click here for template form used in evaluation of engagement.
    Click here for our GitHub repository on the implementation of the WCS task.

     

  6. Maohua Gan, Zeynep Yücel, Akito Monden, Kentaro Sasaki
    Empirical Evaluation of Mimic Software Project Data Sets for Software Effort Estimation,

    IEICE Transactions on Information and Systems Vol.E103-D, No.10, pp. 2094-2103, Oct. 2020.
    doi: 10.1587/transinf.2019EDP7150
    Click here for Supplemental material

     

  7. Zeynep Yücel, Parisa Supitayakul, Akito Monden, Pattara Leelaprute
    An algorithm for automatic collation of vocabulary decks based on word frequency

    IEICE Transactions on Information and Systems, Vol.E103-D, No.08, pp. 1865-1874, Aug. 2020.
    doi: 10.1587/transinf.2019EDP7279

    Click here for our GitHub repository on the implementation of the algorithm.

     

  8. Francesco Zanlungo, Zeynep Yücel, Takayuki Kanda
    Intrinsic group behaviour II: On the dependence of triad spatial dynamics on social and personal features; and on the effect of social interaction on small group dynamics

    PloS One, doi: 10.1371/journal.pone.0225704, Dec. 2019.

     

  9. Zeynep Yücel, Francesco Zanlungo, Claudio Feliciani, Adrien Gregorj, Takayuki Kanda
    Identification of social relation within pedestrian dyads

    PloS One, doi: 10.1371/journal.pone.0223656, Oct. 2019.

     

  10. Consortium for the Physics and Psychology of Human Crowd Dynamics (including Zeynep Yücel, and 38 others)
    A glossary for research on human crowd dynamics

    Collective Dynamics, Vol. 4, pp. 1-13, Mar. 2019.
    doi: 10.17815/CD.2019.19

     

  11. Takashi Watanabe, Akito Monden, Zeynep Yücel, Yasutaka Kamei, Shuji Morisaki
    Cross-validation-based association rule prioritization metric for software defect characterization

    IEICE Transactions on Information and Systems, Vol. E101-D, No. 9, pp. 2269-2278, Sep. 2018.
    doi: 10.1587/transinf.2018EDP7020

     

  12. Zeynep Yücel, Francesco Zanlungo, Masahiro Shiomi
    Modeling the impact of interaction on pedestrian group motion*

    Advanced Robotics, Vol. 32, No. 3, 137–147, Jan 2018.
    doi: 10.1080/01691864.2017.1421481

    *This paper is selected as the ‘Cutting Edge of Robotics in Japan’ by the Editorial Committee of Advanced Robotics.

     

  13. Francesco Zanlungo, Zeynep Yücel, Drazen Brscic, Takayuki Kanda, Norihiro Hagita
    Intrinsic group behaviour: dependence of pedestrian dyad dynamics on principal social and personal features

    PloS One, 12(11): e0187253, Nov. 2017.
    doi: 10.1371/journal.pone.0187253

     

  14. Masato Sakata, Zeynep Yücel, Kazuhiko Shinozawa, Norihiro Hagita, Michita Imai, Michiko Furutani, Rumiko Matsuoka
    An Inference Engine for Estimating Outside States of Clinical Test Items

    ACM Transactions on Management Information Systems, Vol. 4, No. 3, Article no 13, 21 pages, Aug 2013.
    doi: 10.1145/2517084

     

  15. Zeynep Yücel, Francesco Zanlungo, Tetsuhi Ikeda, Takahiro Miyashita, Norihiro Hagita
    Deciphering the crowd: Modeling and identification of pedestrian group motion

    Sensors, Vol. 13, No. 1, pp. 875-897, Jan. 2013.
    doi: 10.3390/s130100875

     

  16. Zeynep Yücel, Albert Ali Salah, Çetin Meriçli, Tekin Meriçli, Roberto Valenti, Theo Gevers
    Joint Attention by Gaze Interpolation and Saliency

    IEEE Transactions on Cybernetics, Vol. 43, No. 3, pp. 829-842, June 2013.
    doi: 10.1109/TSMCB.2012.2216979

     

  17. Zeynep Yücel, A. Bülent Özgüler
    Watermarking via Zero Assigned Filter Banks

    Signal Processing, Vol. 90, Issue 2, pp. 467-479, Feb. 2010.

     

  18. Zeynep Yücel, Pinar Duygulu, Yildirim Sara, Rustu Onur, Emre Esen, A. Bülent Özgüler
    Automated Discrimination of Psychotropic Drugs in Mice via Computer Vision Based Analysis

    Journal of Neuroscience Methods, Vol. 180, No. 2, pp. 234 - 242, June 2009.
    doi: 10.1016/j.jneumeth.2009.03.014

     

  19. Journal Articles with peer review in other languages

  20. 田中 和也、 門田 暁人, Zeynep Yücel
    ソフトウェア開発工数予測における auto-sklearn の適用

    コンピュータソフトウェア (採択, accepted).

     

  21. 伊永 健人、 門田 暁人, Zeynep Yücel
    ソフトウェア開発工数予測におけるデータスムージングの定量的評価

    コンピュータソフトウェア (採択, accepted).

     

  22. 田中 和也, 門田 暁人, Zeynep Yücel
    ソフトウェアバグ予測における auto-sklearn の有効性評価

    コンピュータソフトウェア, Vol. 36, No. 4, pp. 46-52, Nov. 2019.
    doi: 10.11309/jssst.36.4_46

     

  23. 齊藤 英和, 門田 暁人, Zeynep Yücel,森崎 修司
    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

    コンピュータソフトウェア, Vol. 36, No. 3, pp. 47-53, Aug. 2019.
    doi: 10.11309/jssst.36.3_47

     

  24. 福谷 圭吾, 門田 暁人, ユジャイ ゼイネップ, 畑 秀明
    移動窓によるソフトウェアバグの行レベル予測の試み

    コンピュータソフトウェア, Vol. 35, No. 4, pp. 122-128, Nov. 2018.
    doi: 10.11309/jssst.35.122

     

Conference Publications with Peer Review

2020

  1. Parisa Supitayakul, Zeynep Yücel, Akito Monden, Pattara Leelaprute
    Investigating effect of stimulus modality on recollection rate in e-learning systems

    International Conference on Learning Technologies and Learning Environments, LTLE 2020 (in press).

     

2019

  1. Zeynep Yücel, Francesco Zanlungo, Takayuki Kanda
    Gender profiling of pedestrian dyads

    Traffic and Granular Flow, July 2019, TGF 2019, Springer Proceedings in Physics, vol 252. pp. 229-305, (Pamplona, Spain).

     

  2. Francesco Zanlungo, Luca Crociani, Zeynep Yücel, Takayuki Kanda
    The effect of social groups on the dynamics of bi-directional pedestrian flow: a numerical study

    Traffic and Granular Flow, July 2019, TGF 201, Springer Proceedings in Physics, vol 252. pp. 307-313, (Pamplona, Spain).

     

  3. Serina Koyama, Zeynep Yücel, Akito Monden
    Quantitative evaluation of the relation between blink related features and engagement

    European Conference on Visual Perception, pp. 731-731, Aug. 2019, ECVP 2019 (Leuven, Belgium).

     

  4. Parisa Supitayakul, Zeynep Yücel, Akito Monden, Pattara Leelaprute
    Assessing the effect of varying word classes on behavioral variables in technology mediated vocabulary learning

    International Conference on Learning Technologies and Learning Environments, pp. 226-229, July 2019, LTLE 2019 (Toyama, Japan).

     

  5. Adrien Gregorj, Zeynep Yücel, Sunao Hara, Akito Monden, Masahiro Shiomi
    A signal processing perspective on human gait: Decoupling walking oscillations and gestures

    International Conference on Interactive Collaborative Robotics, pp. 75-85, Aug. 2019, ICR 2019 (Istanbul, Turkey).

     

  6. Toshiki Seto, Akito Monden, Zeynep Yücel, Yuichiro Kanzaki
    On Preventing Symbolic Execution Attacks by Low Cost Obfuscation

    International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2019), pp. 495-500, doi: 10.1109/SNPD.2019.8935642, July 2019 (Toyama, Japan).

     

  7. Kento Korenaga, Akito Monden, Zeynep Yücel
    Data Smoothing for Software Effort Estimation

    International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2019), pp. 501-506, doi: 10.1109/SNPD.2019.8935841, July 2019 (Toyama, Japan).

     

  8. Kazuya Tanaka, Akito Monden, Zeynep Yucel
    Prediction of Software Defects Using Automated Machine Learning

    International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2019), pp. 490-494, doi: 10.1109/SNPD.2019.8935839, July 2019 (Toyama, Japan).

     

  9. Pimwalun Witchawanitchanun, Zeynep Yucel, Akito Monden, Pattara Leelaprute
    Effect of grasping uniformity on estimation of grasping region from gaze data

    International Conference on Human-Agent Interaction, pp. 265-267, Oct. 2019, HAI 2019 (Kyoto, Japan).

     

2018

  1. Maohua Gan, Kentaro Sasaki, Akito Monden, Zeynep Yücel
    Generation of Mimic Software Project Data Sets for Software Engineering Research

    QuASoQ 2018 workshop, pp. 38-43, Dec. 2018 (in conjunction with APSEC 2018, Nara, Japan).

     

  2. Tanakan Pramot, Zeynep Yücel, Akito Monden, Pattara Leelaprute
    Effect of motivation on gaze behavior over time

    Workshop on Active vision, Attention and Learning, Sep. 2018, EPIROB-ICDL 2018 (Tokyo, Japan).

     

  3. Zeynep Yücel, Francesco Zanlungo, Claudio Feliciani, Adrien Gregorj, Takayuki Kanda
    Estimating social relation from trajectories

    Pedestrian and Evacuation Dynamics, PED 2018, pp. 222-229 (Lund, Sweden).

     

  4. Francesco Zanlungo, Luis Yoichi Morales, Florent Ferreri, Jani Even, Zeynep Yücel, Takayuki Kanda
    Pedestrian Models for Robot Motion

    Pedestrian and Evacuation Dynamics, Aug. 2018, PED 2018, Collective Dynamics, vol. 5. pp 525-527, (Lund, Sweden).

     

  5. Francesco Zanlungo, Zeynep Yücel, Takayuki Kanda
    Social group behavior in triads: dependence on relation, gender, age and height

    Pedestrian and Evacuation Dynamics, Aug. 2018, PED 2018, pp. 118-125 (Lund, Sweden).

     

  6. Hidekazu Saito, Akito Monden, Zeynep Yücel,
    Extended Association Rule Mining with Correlation Functions

    IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering, pp. 79-84, July 2018, BCD 2018 (Kanazawa, Japan).

     

  7. Naoki Kinoshita, Masateru Tsunoda, Akito Monden, Zeynep Yücel
    Predictability classification for software effort estimation

    IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering, pp. 43-48, July 2018, BCD 2018 (Kanazawa, Japan).

     

  8. Seiji Fukui, Akito Monden, Zeynep Yücel
    Kurtosis and Skewness Adjustment for Software Effort Estimation

    Asia-Pacific Software Engineering Conference, pp. 504-511, Dec. 2018, APSEC 2018 (Nara, Japan).

     

2017

  1. Zeynep Yücel, Francesco Zanlungo, Masahiro Shiomi
    Walk the talk: Gestures in mobile interaction

    International Conference on Social Robotics, pp. 220-230, Nov. 2017, ICSR 2017 (Tsukuba, Japan).

     

  2. Francesco Zanlungo, Zeynep Yücel, Florent Ferreri, Jani Even, Luis Yoichi Morales Saiki, Takayuki Kanda
    Social group motion in robots

    International Conference on Social Robotics, pp. 474-484, Nov. 2017, ICSR 2017 (Tsukuba, Japan).

     

2016

  1. Francesco Zanlungo, Zeynep Yücel, Takayuki Kanda
    The effect of social roles on group behaviour

    Pedestrian and Evacuation Dynamics, pp. 243-249, Oct. 2016, PED 2016 (Hefei, China).

     

2012

  1. Zeynep Yücel, Francesco Zanlungo, Tetsuhi Ikeda, Takahiro Miyashita, Norihiro Hagita
    Modeling Indicators of Coherent Motion

    International Conference on Intelligent Robots and Systems, pp. 2134-2140, Oct. 2012, IROS 2012 (Algarve, Portugal).

     

  2. Zeynep Yücel, Takahiro Miyashita, Norihiro Hagita
    Modeling and Identification of Group Motion via Compound Evaluation of Positional and Directional Cues

    International Conference on Pattern Recognition, pp. 1172-1176, Nov. 2012, ICPR 2012 (Tsukuba, Japan).

     

2011

  1. Zeynep Yücel, Tetsuhi Ikeda, Takahiro Miyashita, Norihiro Hagita
    Identification of mobile entities based on trajectory and shape information

    International Conference on Intelligent Robots and Systems, pp. 3589-3594, Sep. 2011, IROS 2011 (San Francisco, USA).

     

2009

  1. Zeynep Yücel, Albert Ali Salah, Çetin Meriçli, Tekin Meriçli
    Joint Visual Attention Modeling for Naturally Interacting Robotic Agents

    International Symposium on Computer and Information Sciences, pp. 242-247, Sep. 2009, ISCIS 2009 (Guzelyurt, Cyprus).

     

  2. Zeynep Yücel, Albert Ali Salah
    Resolution of Focus of Attention Using Gaze Direction Estimation and Saliency Computation

    International Conference on Affective Computing and Intelligent Interaction, pp. 1-6, Sep. 2009, ACII 2009 (Amsterdam, The Netherlands).

     

  3. Zeynep Yücel, Albert Ali Salah
    Head Pose and Neural Network Based Gaze Direction Estimation for Joint Attention Modeling in Embodied Agents

    The Annual Meeting of the Cognitive Science Society, pp. 3139-3144, Aug. 2009, CogSci 2009 (Amsterdam, The Netherlands).

     

  4. Roberto Valenti, Zeynep Yücel, Theo Gevers
    Robustifying Eye Center Localization by Head Pose Cues

    Computer Vision and Pattern Recognition, pp. 612-618, June 2009, CVPR 2009 (Miami, USA).

     

2008

  1. Zeynep Yücel, A. Bülent Özgüler
    Detection of Epileptic Indicators on Clinical Subbands of EEG

    European Signal Processing Conference, pp. 1-5, Aug. 2008, EUSIPCO 2008 (Lausanne, Switzerland).

     

2005

  1. Zeynep Yücel, A. Bülent Özgüler,
    An Image Watermarking Algorithm via Zero Assigned Filter Banks

    IEEE International Symposium on Signal Processing and Information Technology, pp. 363-368, Dec. 2005, ISSPIT 2005 (Athens, Greece).

     

  2. Zeynep Yücel, A. Bülent Özgüler
    An Audio Watermarking Algorithm via Zero Assigned Filter Banks

    European Signal Processing Conference, pp. 1-4, Aug. 2005, EUSIPCO 2005 (Antalya, Turkey).

     

Conference publications in other languages with peer review
  1. 金平 拓生, 門田 暁人, Zeynep Yucel, 福谷 圭吾
    行レベルバグ予測のための Web アプリケーション

    ソフトウェア工学の基礎, ソフトウェア工学の基礎ワークショップ, FOSE 2019 (in press).

     

  2. 井下 瑚都, Zeynep Yucel, 門田 暁人
    ソフトウェア開発における context switch の影響

    ソフトウェア工学の基礎, ソフトウェア工学の基礎ワークショップ, FOSE 2019 (in press).

     

  3. 笠木 健希, 門田 暁人, Zeynep Yucel
    ソフトウェアバグ予測の費用対効果に基づくアソシエーションルールの優先順位付け

    ソフトウェア工学の基礎, ソフトウェア工学の基礎ワークショップ, FOSE 2019 (in press).

     

  4. 清水良介, 門田暁人, Zeynep Yucel, 上野 秀剛
    計算機上のソフトウェア開発作業の自動推定の検討

    ウィンターワークショップ2018・イン・宮島, pp. 30-31, Jan. 2018.

     

  5. 福谷 圭吾, 門田 暁人, Zeynep Yucel, 畑 秀明
    ソフトウェアバグの行レベル予測の試み

    ソフトウェア工学の基礎XXIV, ソフトウェア工学の基礎ワークショップ, pp. 105-110, Nov. 2017, FOSE 2017.

     

  6. Zeynep Yücel, Albert Ali Salah, Çetin Meriçli, Tekin Meriçli
    Derivation of Gaze Direction from Head Pose Estimates

    IEEE Signal Processing and Communication Applications Conference, pp. 224-227, Apr. 2010, SIU 2010.

     

  7. Zeynep Yücel, Roberto Valenti, Nicu Sebe
    Cylindrical Model Based Head Pose Estimation for Drivers

    IEEE Signal Processing and Communication Applications Conference, pp. 213-216, Apr. 2009, SIU 2009.

     

  8. Zeynep Yücel, A. Bülent Özgüler
    Detection of Epilepsy Seizures and Epileptic Indicators in EEG Signals

    The 16th IEEE Signal Processing and Communication Applications Conference, pp. 1-4, Apr. 2008, SIU 2008.

     

  9. Zeynep Yücel, Emre Esen, Pinar Duygulu, Yildirim Sara, Rustu Onur, A. Bülent Özgüler
    Computer Vision Based Classification of Videos of Mice Under The Influence of Several Psychotropic Drugs

    National Congress of Pharmacology, 2007.

     

  10. Emre Esen, Zeynep Yücel, Yildirim Sara, Pinar Duygulu, Rustu Onur
    Farelerde Lokomotor Aktivite Değişimine Neden Olan İlaçların Bir Bilgisayar Yazlımı ile Ayırt Edilmesi

    National Congress of Pharmacology, 2007.

     

  11. Zeynep Yücel, A. Bülent Özgüler
    Color and Grey Level Image Watermarking via Zero Assigned Filter Banks

    IEEE Signal Processing and Communication Applications Conference, pp. 1-4, Apr. 2006, SIU 2006.

     

Works without peer review
  1. Hoang Nguyen, Serina Koyama, Zeynep Yücel, Akito Monden, Mariko Sasakura
    Estimation of affect scores accounting for user responsiveness

    Annual Conference of the Robotics Society of Japan, 1I2-01, Sep. 2018, RSJ 2018.

     

  2. Francesco Zanlungo, Zeynep Yücel, Florent Ferreri, Jani Even, Luis Yoichi Morales Saiki, Takayuki Kanda
    Autonomous vehicles moving as a human group

    IEEE/RSJ International Conference on Intelligent Robots and Systems, Sep. 2017, IROS 2017.

     

  3. Parisa Supitayakul, Zeynep Yücel, Francesco Zanlungo, Akito Monden, Pattara Leelaprute
    Calibration of distributed multimodal sensor networks using cross-correlation of arrival processes

    Annual Conference of the Robotics Society of Japan, 1C3-05, Sep. 2017, RSJ 2017.

     

  4. Zeynep Yücel, Francesco Zanlungo, Masahiro Shiomi
    Modelling effect of interaction on motion patterns of pedestrian groups

    Annual Conference of the Robotics Society of Japan, 3W2-04, Sep. 2016, RSJ 2016.

     

Patents
  • Zeynep Yücel, Tetsuhi Ikeda
    Tracking and Identification of Mobile Entities in Uncontrolled Environments Based on Range Data

    Registered at Japan Patent Office with Patent No. 5866682.

     

Theses

2009

  • Zeynep Yücel
    Computer Vision Based Behavior Analysis

    PhD Thesis - Bilkent University, Ankara, Turkey.

     

2005

  • Zeynep Yücel
    Watermarking via Zero Assigned Filter Banks

    MS Thesis - Bilkent University, Ankara, Turkey.