Berrin Yanıkoğlu
E-mail : berrin.yanikoglu
sabanciuniv.edu
Education :
Galatasaray Highschool (1983).
B.E. in Computer Engineering and B.A. in Mathematics, Bosphorous University, 1988.
M.S. and PhD from Dartmouth College, USA (1993).
Work Experience :
Rockefeller University (USA), 1993-1994; Xerox Imaging Systems (USA), 1994-1996; IBM Almaden Research Center (USA), 1996-1998; IoFlex Inc. (USA), 1999-2000.
Areas of Interest :
Computer vision & Machine learning: biometrics, image understanding, NLP applicationsAwards :
- 2nd place in 2016 PlantCLEF Plant Identification Campaign - CLEF Conference 2016
- Winner of ImageCLEF Plant Identification Competition - 2012
- Top Cited Article Award - Pattern Recognition Letters, Elsevier 2010
- First International Signature Verification Competition (SVC 2004) Winner - 2004
- IBM Research Division Award - IBM 1998
Membership :
IEEEPublications :
| Article |
| Beken Fikri, Figen and Oflazer, Kemal and Yanıkoğlu, Berrin (2024) "Abstractive summarization with deep reinforcement learning using semantic similarity rewards", Natural Language Engineering, Vol.30, No.3, 554-576 (SCI, SSCI, AHCI) |
| Ozer, Erdener and Bilecen, Ali Enver and Özer, Nur Başak and Yanıkoğlu, Berrin (2023) "Intraoperative cytological diagnosis of brain tumours: a preliminary study using a deep learning model", Cytopathology, Vol.34, No.2, 113-119 (SCI) |
| Üzen, Hüseyin and Türkoğlu, Muammer and Yanıkoğlu, Berrin and Hanbay, Davut (2022) "Swin-MFINet: swin transformer based multi-feature integration network for detection of pixel-level surface defects", Expert Systems with Applications, Vol.209 (SCI) |
| Akcan, Aysu and Taşdemir, Esma Fatıma Bilgin and Kızılırmak, Fırat and Kuru, Mehmet and Öncel, Fatma and Yanıkoğlu, Berrin (2022) "Akis: transcription software of Ottoman-Turkish texts using deep learning", Journal of the Ottoman and Turkish Studies Association, Vol.9, No.2, 43-48 (NA) |
| Ali Ahmed, Sara Atito and Yavuz, Mehmet Can and Şen, Mehmet Umut and Gülşen, Fatih and Tutar, Onur and Korkmazer, Bora and Samancı, Cesur and Şirolu, Sabri and Hamid, Rauf and Eryürekli, Ali Ergun and Mammadov, Toghrul and Yanıkoğlu, Berrin (2022) "Comparison and ensemble of 2D and 3D approaches for COVID-19 detection in CT images", Neurocomputing, Vol.488, 457-469 (SCI) |
| Turkoglu, Muammer and Yanıkoğlu, Berrin and Hanbay, Davut (2022) "PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection", Signal, Image and Video Processing, Vol.16, No.2, 301-309 (SCI) |
| Şen, Mehmet Umut and Perez-Rosas, Veronica and Yanıkoğlu, Berrin and Abouelenien, Mohamed and Burzo, Mihai and Mihalcea, Rada (2022) "Multimodal deception detection using real-life trial data", IEEE Transactions on Affective Computing, Vol.13, No.1, 306-319 (SCI, SSCI) |
| Ali Ahmed, Sara Atito and Zor, Cemre and Awais, Muhammad and Yanıkoğlu, Berrin and Kittler, Josef (2021) "Deep convolutional neural network ensembles using ECOC", IEEE Access, Vol.9, 86083-86095 (SCI) |
| Bilgin Taşdemir, Esma Fatıma and Yanıkoğlu, Berrin (2019) "A comparative study of delayed stroke handling approaches in online handwriting", International Journal on Document Analysis and Recognition, Vol.22, No.1, 15-28 (SCI) |
| Bilgin Taşdemir, Esma Fatıma and Yanıkoğlu, Berrin (2018) "Large vocabulary recognition for online Turkish handwriting with sublexical units", Turkish Journal of Electrical Engineering and Computer Sciences, Vol.26, No.5, 2218-2233 (SCI) |
| Davari, Amirabbas and Aptoula, Erchan and Yanıkoğlu, Berrin and Maier, Andreas and Riess, Christian (2018) "GMM-based synthetic samples for classification of hyperspectral images with limited training data", IEEE Geoscience and Remote Sensing Letters, Vol.15, No.6, 942-946 (SCI) |
| Yanıkoğlu, Berrin and Göğüş, Aytaç and İnal, Ali Emre (2017) "Use of handwriting recognition technologies in tablet-based learning modules for first grade education", Educational Technology Research and Development, Vol.65, No.5, 1369-1388 (SSCI) |
| Mehdipour Ghazi, Mostafa and Yanıkoğlu, Berrin and Aptoula, Erchan (2017) "Plant identification using deep neural networks via optimization of transfer learning parameters", Neurocomputing, Vol.235, 228-235 (SCI) |
| Yıldız, Muhammet and Yanıkoğlu, Berrin and Kholmatov, Alisher Anatolyevich and Kanak, Alper and Uludağ, Umut and Erdoğan, Hakan (2017) "Biometric layering with fingerprints: template security and privacy through multi-biometric template fusion", Computer Journal, Vol.60, No.4, 573-587 (SCI) |
| Aptoula, Erchan and Özdemir, Murat Can and Yanıkoğlu, Berrin (2016) "Deep learning with attribute profiles for hyperspectral image classification", IEEE Geoscience and Remote Sensing Letters, Vol.13, No.12, 1970-1974 (SCI) |
| Dehkharghani, Rahim and Yanıkoğlu, Berrin and Saygın, Yücel and Oflazer, Kemal (2016) "Sentiment analysis in Turkish at different granularity levels". Published Online First http://dx.doi.org/10.1017/S1351324916000309 |
| Dehkharghani, Rahim and Saygın, Yücel and Yanıkoğlu, Berrin and Oflazer, Kemal (2016) "SentiTurkNet: A Turkish polarity lexicon for sentiment analysis", Language Resources and Evaluation, Vol.50, No.3, 667-685 (SCI) |
| Yılmaz, Mustafa Berkay and Yanıkoğlu, Berrin (2016) "Score level fusion of classifiers in off-line signature verification". Published Online First http://dx.doi.org/10.1016/j.inffus.2016.02.003 |
| Tırkaz, Çağlar and Eisenstein, Jacob and Sezgin, Metin T. and Yanıkoğlu, Berrin (2015) "Identifying visual attributes for object recognition from text and taxonomy", Computer Vision and Image Understanding, Vol.137, 12-23 (SCI) |
| Yanıkoğlu, Berrin and Aptoula, Erchan and Tırkaz, Çağlar (2014) "Automatic plant identification from photographs", Machine Vision and Applications, Vol.25, No.6, 1369-1383 (SCI) |
| Tırkaz, Çağlar and Yanıkoğlu, Berrin and Sezgin, T. Metin (2012) "Sketched symbol recognition with auto-completion", Pattern Recognition, Vol.45, No.11, 3926-3937 (SCI) |
| Houmani, N. and Mayoue, A. and Garcia-Salicetti, S. and Dorizzi, B. and Khalil, M. I. and Moustafa, M. N. and Abbas, H. and Muramatsu, D. and Yanıkoğlu, Berrin and Kholmatov, Alisher and Martinez-Diaz, M. and Fierrez, J. and Ortega-Garcia, J. and Roure Alcobe, J. and Fabregas, J. and Faundez-Zanuy, M. and Pascual-Gaspar, J. M. and Carednoso-Payo, V. and Vivaracho-Pascual, C. (2012) "BioSecure signature evaluation campaign (BSEC'2009): evaluating online signature algorithms depending on the quality of signatures", Pattern Recognition, Vol.45, No.3, 993-1003 (SCI) |
| Kebapcı, Hanife and Yanıkoğlu, Berrin and Ünal, Gözde (2011) "Plant image retrieval using color, shape and texture features", Computer Journal (SI), Vol.54, No.9, 1475-1490 (SCI) |
| Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin (2009) "SUSIG: an on-line signature database, associated protocols and benchmark results", Pattern Analysis & Applications, Vol.12, No.3, 227-236 (SCI) |
| Yanıkoğlu, Berrin and Kholmatov, Alisher (2009) "Online signature verification using fourier descriptors", EURASIP Journal on Advances in Signal Processing (SCI) |
| Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin (2006) "Biometric cryptosystem using online signatures", Lecture Notes in Computer Science, Vol.4263, 981-990 (SCI) |
| Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin (2005) "Identity authentication using improved online signature verification method", Pattern recognition letters, Vol.26, No.15, 2400-2408 (SCI) |
| Işık, Zerrin and Yanıkoğlu, Berrin and Sezerman, Uğur (2004) "Protein structural class determination using support vector machines", Lecture notes in computer science, Vol.3280, 82-89 (SCI) |
| Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin (2004) "Biometric authentication using online signatures", Lecture Notes in Computer Science, Vol.3280, 373-380 (SCI) |
| Yanıkoğlu, Berrin and Erman, Burak (2002) "Minimum energy configurations of the 2-dimensional HP-model of proteins by self-organizing networks", Journal of Computational Biology, Vol.9, No.4, 613-620 (SCI) |
| Yanıkoğlu, Berrin (2000) "Pitch-based segmentation and recognition of dot-matrix text", International Journal on Document Analysis and Recognition, Vol.3, No.1, 34-39 (NA) |
| Book Section / Chapter |
| Gezici, Gizem and Yanıkoğlu, Berrin, "Sentiment analysis in Turkish", Turkish Natural Language Processing, Oflazer, Kemal and Saraçlar, Murat (eds.), Switzerland: Springer International Publishing, August 2018, 255-271 |
| Gezici, Gizem and Yanıkoğlu, Berrin and Tapucu, Dilek and Saygın, Yücel, "Sentiment analysis using domain-adaptation and sentence-based analysis", Advances in Social Media Analysis, Gaber, Mohamed Medhat and Cocea, Mihaela and Wiratunga, Nirmalie and Göker, Ayşe (eds.), Switzerland: Springer International Publishing, June 2015, 45-64 |
| Zor, Cemre and Windeatt, Terry and Yanıkoğlu, Berrin, "Bias-variance analysis of ECOC and bagging using neural nets", Ensembles in Machine Learning Applications, Okun, Oleg and Giorgio, Valentini and Re, Matteo (eds.), Germany: Springer, August 2011 |
| Yanıkoğlu, Berrin, "Belge bölütleme ve tanıma", Türkiye Bilişim Ansiklopedisi, İstanbul: Papatya Yayıncılık, February 2006, 111-116 |
| Papers in Conference Proceedings |
| Tasdemir, Esma F. Bilgin and Tandoğan, Zeynep and Akansu, S. Doğan and Kızılırmak, Fırat and Şen, Mehmet Umut and Akcan, Aysu and Kuru, Mehmet and Yanıkoğlu, Berrin, "Automatic transcription of Ottoman documents using deep learning", Sfikas, Giorgos and Retsinas, George (eds.), 16th IAPR International Workshop on Document Analysis Systems, DAS 2024, Springer Cham, September 2024, 422-435 |
| Dehghan, Somaiyeh and Yanıkoğlu, Berrin, "Multi-domain hate speech detection using dual contrastive learning and paralinguistic features", Calzolari, N. and Kan, M. Y. and Hoste, V. and Lenci, A. and Sakti, S. and Xue, N. (eds.), Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024, European Language Resources Association (ELRA), May 2024, 11745-11755 |
| Yavuz, Mehmet Can and Yanıkoğlu, Berrin, "Self-supervised variational contrastive learning with applications to face understanding", IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), Institute of Electrical and Electronics Engineers, May 2024 |
| Dehghan, Somaiyeh and Yanıkoğlu, Berrin, "Evaluating ChatGPT's ability to detect hate speech in Turkish tweets", Hurriyetoglu, A. and Tanev, H. and Thapa, S. and Uludogan, G. (eds.), 7th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, CASE 2024, Association for Computational Linguistics (ACL), March 2024, 54-59 |
| Uludoğan, Gökçe and Dehghan, Somaiyeh and Arın, İnanç and Erol, Elif and Yanıkoğlu, Berrin and Özgür, Arzucan, "Overview of the hate speech detection in Turkish and Arabic tweets (HSD-2Lang) shared task at CASE 2024", Hurriyetoglu, A. and Tanev, H. and Thapa, S. and Uludogan, G. (eds.), 7th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, CASE 2024, Association for Computational Linguistics (ACL), March 2024, 229-233 |
| Arın, İnanç and Işık, Zeynep and Kutal, Seçilay and Dehghan, Somaiyeh and Özgür, Arzucan and Yanıkoğlu, Berrin, "SIU2023-NST - Hate speech detection contest", 31st Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), July 2023 |
| Ergül, Halil İbrahim and Terzioğlu, Ayşecan and Tercan, Murat and Yanıkoğlu, Berrin and Arın, İnanç, "LDA topic modeling on twitter data concerning immigrants and refugees", 31st Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), July 2023 |
| Ahmed, Sara Atito Ali and Yanıkoğlu, Berrin, "Relative attributes classification via transformers and rank SVM loss", Osten, W. and Nikolaev, D. and Zhou, J. (eds.), 15th International Conference on Machine Vision (ICMV 2022), Rome, Italy: SPIE (Society of Photo-Optical Instrumentation Engineers), June 2023 |
| Zeyneloğlu, Mehmet Arın and Ahmed, Sara Atito Ali and Yanıkoğlu, Berrin, "Face attribute classification with evidential deep learning", Osten, W. and Nikolaev, D. and Zhou, J. (eds.), 15th International Conference on Machine Vision (ICMV 2022), Rome, Italy: SPIE (Society of Photo-Optical Instrumentation Engineers), June 2023 |
| Yavuz, Mehmet Can and Yanıkoğlu, Berrin, "VCL-PL: semi-supervised learning from noisy web data with variational contrastive learning", 26th International Conference on Pattern Recognition (ICPR), Institute of Electrical and Electronics Engineers, August 2022, 740-747 |
| Beyhan, Fatih and Çarık, Buse and Arın, İnanç and Terzioğlu, Ayşecan and Yanıkoğlu, Berrin and Yeniterzi, Reyyan, "A Turkish hate speech dataset and detection system", Calzolari, N. and Bechet, F. and Blache, P. and Choukri, K. and Cieri, C. and Declerck, T. and Goggi, S. and Isahara, H. and Maegaard, B. and Mazo, H. and Odijk, H. and Piperidis, S. (eds.), 13th Conference on Language Resources and Evaluation (LREC 2022), European Language Resources Association (ELRA), June 2022, 4177-4185 |
| Min, Koo Sie and Zulkifley, Mohd Asyraf and Yanıkoğlu, Berrin and Kamari, Nor Azwan Mohamed, "Apex frame spotting using convolutional neural networks with continuous labeling", Mahyuddin, Nor Muzlifah and Noor, Nor Rizuan Mat and Sakim, Harsa Amylia Mat (eds.), 11th International Conference on Robotics, Vision, Signal Processing and Power Applications, RoViSP 2021, Springer Singapore, February 2022, 834-839 |
| Beken Fikri, Figen and Oflazer, Kemal and Yanıkoğlu, Berrin, "Semantic similarity based evaluation for abstractive news summarization", Bosselut, A. and Durmus, E. and Gangal, V. P. and Gehrmann, S. and Jernite, Y. and Perez-Beltrachini, L. and Shaikh, S. and Xu, W. (eds.), 1st Workshop on Natural Language Generation, Evaluation, and Metrics, GEM 2021, Association for Computational Linguistics (ACL), August 2021, 24-33 |
| Beken Fikri, Figen and Oflazer, Kemal and Yanıkoğlu, Berrin, "Turkish dataset for semantic textual similarity [Anlamsal metin benzerliği için Türkçe veri kümesi]", 29th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), July 2021 |
| Yavuz, Mehmet Can and Ali Ahmed, Sara Atito and Kısaağa, Mehmet Efe and Ocak, Hasan and Yanıkoğlu, Berrin, "YFCC-CelebA face attributes datasets [YFCC-CelebA yüz özellikleri veri setleri]", 29th Signal Processing and Communications Applications Conference (SIU), Institute of Electrical and Electronics Engineers, June 2021 |
| Ali Ahmed, Sara Atito and Yanıkoğlu, Berrin, "Relative attribute classification with deep-ranksvm", Del Bimbo, Alberto and Cucchiara, Rita and Sclaroff, Stan and Farinella, Giovanni Maria and Mei, Tao and Bertini, Marco and Escalante, Hugo Jair and Vezzani, Roberto (eds.), 25th International Conference on Pattern Recognition Workshops, ICPR 2020, Springer Cham, February 2021, 659-671 |
| Ali Ahmed, Sara Atito and Yanıkoğlu, Berrin and Zor, Cemre and Awais, Muhammad and Kittler, Josef, "Skin lesion diagnosis with imbalanced ECOC ensembles", Nicosia, Giuseppe and Ojha, Varun and La Malfa, Emanuele and Jansen, Giorgio and Sciacca, Vincenzo and Pardalos, Panos and Giuffrida, Giovanni and Umeton, Renato (eds.), 6th International Conference on Machine Learning, Optimization, and Data Science, LOD 2020, Springer Cham, January 2021, 292-303 |
| Ali Ahmed, Sara Atito and Yanıkoğlu, Berrin and Goksu, Ozgu and Aptoula, Erchan, "Skin lesion classification with deep CNN ensembles", 28th Signal Processing and Communications Applications Conference (SIU), Institute of Electrical and Electronics Engineers, October 2020 |
| Boz, Hasan Alp and Gürkan, Mert and Yanıkoğlu, Berrin, "Keystroke dynamics based biometric identification [Tuş vuruşa dayalı biyometrik tanıma]", 28th Signal Processing and Communications Applications Conference (SIU), Institute of Electrical and Electronics Engineers, October 2020 |
| Ali Ahmed, Sara Atito and Yanıkoğlu, Berrin, "Within-network ensemble for face attributes classification", Ricci, Elisa and Bulò, Samuel Rota and Snoek, Cees and Lanz, Oswald and Messelodi, Stefano and Sebe, Nicu (eds.), 20th International Conference on Image Analysis and Processing, ICIAP 2019, Springer Cham, September 2019, 466-476 |
| Ali Ahmed, Sara Atito and Yanıkoğlu, Berrin, "Multi-label networks for face attributes classification", IEEE International Conference on Multimedia and Expo (ICME 2018) Workshop, IEEE (Institute of Electrical and Electronics Engineers), November 2018 |
| Ali Ahmed, Sara Atito and Yanıkoğlu, Berrin and Aptoula, Erchan and Ganiyusufoğlu, İpek and Yıldız, Aras and Yıldırır, Kerem and Sevilmiş, Barış and Şen, Mehmet Umut, "Plant identification with deep learning ensembles in ExpertLifeCLEF 2018", Ferro, N. and Nie, J.-Y. and Soulier, L. and Cappellato, L. (eds.), 19th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2018, CEUR-WS, September 2018 |
| Şen, Mehmet Umut and Yanıkoğlu, Berrin, "Document classification of SuDer Turkish news corpora [SuDer Türkçe haber derlemlerinin doküman sınıflandırması]", 26th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), July 2018 |
| Zor, Cemre and Yanıkoğlu, Berrin and Merdivan, Erinç and Windeatt, Terry and Kittler, Joseph and Alpaydın, Ethem, "BeamECOC: a local search for the optimization of the ECOC matrix", 23rd International Conference on Pattern Recognition (ICPR), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2017, 198-203 |
| Mehdipour Ghazi, Mostafa and Yanıkoğlu, Berrin and Aptoula, Erchan, "Open-set plant identification using an ensemble of deep convolutional neural networks", Balog, Krisztian and Cappellato, Linda and Ferro, Nicola and Macdonald, Craig (eds.), CLEF 2016 Conference, CLEF (Conference and Labs of the Evaluation Forum), September 2016, 518-524 |
| Özdemir, Murat Can and Aptoula, Erchan and Yanıkoğlu, Berrin, "Fruit detection with binary partition trees (İkili bölüntü ağaçları ile meyve tespiti)", 24th Signal Processing and Communication Application Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), May 2016, 1685-1688 |
| Mehdipour Ghazi, Mostafa and Yanıkoğlu, Berrin and Aptoula, Erchan and Muslu, Özlem and Özdemir, Murat Can, "Sabanci-Okan system in LifeCLEF 2015 plant identification competition", CLEF 2015, Toulouse, France: CLEF (Conference and Labs of the Evaluation Forum), September 2015 |
| Davari, Amir Abbas and Aptoula, Erhan and Yanıkoğlu, Berrin, "On the effect of synthetic morphological feature vectors on hyperspectral image classification performance (Yapay biçimbilimsel özniteliklerin hiperspektral görüntü sınıflandırma başarımının üzerindeki etkisi)", 23th Signal Processing and Communications Applications Conference (SIU 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2015, 653-656 |
| Yanıkoğlu, Berrin and Yıldıran, Seyfettin Tolga and Tırkaz, Çağlar and Aptoula, Erchan, "Sabanci-Okan system at LifeCLEF 2014 plant identification competition", Cappellato, Linda and Ferro, Nicola and Halvey, Martin and Kraaij, Wessel (eds.), CLEF 2014 Conference, Sheffield, UK: CLEF (Conference and Labs of the Evaluation Forum), September 2014, 771-777 |
| Topçu, Berkay and Erdoğan, Hakan and Karabat, Çağatay and Yanıkoğlu, Berrin, "Biohashing with fingerprint spectral minutiae", International Conference of the Biometrics Special Interest Group (BIOSIG 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), September 2013, 1-12 |
| Yanıkoğlu, Berrin and Aptoula, Erchan and Yıldıran, Seyfettin Tolga, "Sabanci-Okan system at imageclef 2013 plant identification competition", Conference and Labs of the Evaluation Forum (CLEF 2013), Valencia, Spain: Technical University of Valencia, September 2013 |
| Aptoula, Erchan and Yanıkoğlu, Berrin, "Morphological features for leaf based plant recognition", 20th IEEE International Conference on Image Processing (ICIP 2013), USA: IEEE (Institute of Electrical and Electronics Engineers) 2013, 1496-1499 |
| Dehkharghani, Rahim and Yanıkoğlu, Berrin and Tapucu, Dilek and Saygın, Yücel, "Subjectivity-based features for sentiment classification: a study on two lexicons", SENTIRE 2012: Sentiment Elicitation from Natural Text for Information Retrieval and Extraction, Brussels, Belgium:, December 2012 |
| Tırkaz, Çağlar and Yanıkoğlu, Berrin and Sezgin, T. Metin, "Memory conscious sketched symbol recognition", 21st International Conference on Pattern Recognition (ICPR 2012), New York, USA: IAPR (International Association for Pattern Recognition), November 2012 |
| Gezici, Gizem and Yanıkoğlu, Berrin and Tapucu, Dilek and Saygın, Yücel, "New features for sentiment analysis: do sentences matter?", Gaber, Mohamed Medhat and Cocea, Mihaela and Weibelzahl, Stephan and Menasalvas, Ernestina and Labbé, Cyril (eds.), First International Workshop on Sentiment Discovery from Affective Data (SDAD 2012), Bristol, UK: CEUR, September 2012, 5-15 |
| Yanıkoğlu, Berrin and Aptoula, Erchan and Tırkaz, Çağlar, "Sabanci-Okan system at ImageClef 2012: combining features and classifiers for plant identification", Cross Language Evaluation Platform (CLEF), Rome, Italy: CLEF, September 2012 |
| Husaini, MusAb Habib and Koçyiğit, Ahmet and Tapucu, Dilek and Yanıkoğlu, Berrin and Saygın, Yücel, "An aspect-lexicon creation and evaluation tool for sentiment analysis researchers", Flach, Peter A. and De Bie, Tijl and Cristianini, Nello (eds.), ECML PKDD 2012, Berlin Heidelberg: Springer 2012, 804-807 |
| Yılmaz, Mustafa Berkay and Yanıkoğlu, Berrin and Tırkaz, Çağlar and Kholmatov, Alisher Anatolyevich, "Offline signature verification using classifier combination of HOG and LBP features", International Joint Conference on Biometrics (IJCB 2011), USA: IEEE (Institute of Electrical and Electronics Engineers), November 2011, 1-7 |
| Tırkaz, Çağlar and Sezgin, T. Metin and Yanıkoğlu, Berrin, "Sketched symbol recognition with few examples using particle filtering", ACM International Symposium on Sketch-Based Interfaces and Modeling, Vancouver, CA: ACM (Association for Computing Machinery), August 2011 |
| Zor, Cemre and Yanıkoğlu, Berrin, "Optimization of the ECOC matrix (ECOC matris optimizasyonu)", IEEE 19th Signal Processing and Communications Applications Conference (SIU 2011), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2011, 944-947 |
| Çelik, Mehmet and Yanıkoğlu, Berrin, "Probabilistic mathematical formula recognition using a 2D context-free graph grammar", International Conference on Document Analysis and Recognition (ICDAR 2011), USA: IEEE (Institute of Electrical and Electronics Engineers) 2011, 161-166 |
| Yanıkoğlu, Berrin and Aptoula, Erchan and Tırkaz, Çağlar, "Sabanci-Okan system at ImageClef 2011: plant identication task", Petras, Vivien and Forner, Pamela and Clough, Paul D. (eds.), CLEF 2011 - Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, Netherlands: CLEF (Cross-Language Evaluation Forum) 2011 |
| Zor, Cemre and Windeatt, Terry and Yanıkoğlu, Berrin, "Bias-variance analysis of ECOC and bagging using neural nets", SUEMA 2010 Workshop - Supervised and Unsupervised Ensemble Methods and their Applications, Barcelona, Spain: Pattern Analysis, Statistical Modelling and Computational Learning (PASCAL 2), September 2010, 109-118 |
| Zor, Cemre and Yanıkoğlu, Berrin and Windeatt, Terry and Alpaydın, Ethem, "FLIP-ECOC: a greedy optimization of the ECOC matrix", 25th International Symposium on Computer and Information Sciences (ISCIS 2010), Germany: Springer, September 2010 |
| Kebapcı, Hanife and Yanıkoğlu, Berrin and Ünal, Gözde, "Image retrieval for identifying house plants", Lin, Q. and Fan, Z. Z. and Gevers, T. and Schettini, R. and Snoek, C. (eds.), Conference on Imaging and Printing in a Web 2.0 World; and Multimedia content Access - Algorithms and Systems IV, Bellingham, WA, USA: SPIE (International Society for Optical Engineering) 2010 |
| Çamlıkaya, Eren and Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin, "Multi-biometric templates using fingerprint and voice", Kumar, B. V. K. Vijaya and Prabhakar, Salil and Ross, Arun A. (eds.), Biometric Technology for Human Identification V, Orlando, FL, USA: SPIE (The International Society for Optical Engineering), March 2008, I9440-I9440 |
| Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin, "Realization of correlation attack against fuzzy vault scheme", Security, Forensics, Steganography, and Watermarking of Multimedia Contents X, USA: SPIE (The International Society for Optical Engineering), January 2008 |
| Yanıkoğlu, Berrin and Çamlıkaya, Eren and Erdoğan, Hakan, "Saklı modeli kullanarak ses ile metin bağımlı kimlik doğrulama", Sinyal İşleme ve İletişim Uygulamaları Kurultayı SİU 2007, Eskişehir, Turkey: IEEE, June 2007 |
| Büyükbayrak, Hakan and Yanıkoğlu, Berrin and Erçil, Aytül, "Online handwritten mathematical expression recognition", Lin, Xiaofan and Yanıkoğlu, Berrin (eds.), Document Recognition and Retrieval XIV: IS&T/SPIE International Symposium on Electronic Imaging (SPIE 2007), San Jose, California, USA:, January 2007 |
| Büyükbayrak, Hakan and Yanıkoğlu, Berrin and Erçil, Aytül, "Online handwritten mathematical expression recognition = Çevrimiçi elle yazılmış matematiksel ifade tanıma", Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2006), Piscataway, USA: IEEE, July 2006, 1-4 |
| Yanıkoğlu, Berrin and Levi, Albert and Savaş, Erkay and Kholmatov, Alisher Anatolyevich, "Secret sharing using biometric traits", Biometric Technology For Human Identification, Orlando, FL, USA: SPIE, April 2006 |
| Vural, Esra and Erdoğan, Hakan and Oflazer, Kemal and Yanıkoğlu, Berrin, "An online handwriting recognition system for Turkish", Smith, Elisa H. Barney and Taghva, Kazem (eds.), Conference on Document Recognition and Retrieval XII, Bellingham, WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), January 2005, 56-65 |
| Vural, Esra and Erdoğan, Hakan and Oflazer, Kemal and Yanıkoğlu, Berrin, "Türkçe için tablet PC ortamında çevrimiçi yazı tanıma", SIU 2004, IEEE, May 2004, 607-610 |
| Vural, Esra and Erdoğan, Hakan and Oflazer, Kemal and Yanıkoğlu, Berrin, "Türkçe için tablet PC ortamında çevrimiçi yazı tanıma sistemi = An online handwriting recognition system for Turkish", IEEE 12th Signal Processing and Communications Applications Conference, 2004, USA: IEEE (Institute of Electrical and Electronics Engineers) 2004, 607-610 |
| Yanıkoğlu, Berrin and Kholmatov, Alisher Anatolyevich, "Combining multiple biometrics to protect privacy", Proceedings of ICPR-BCTP Workshop, 2004 |
| Yanıkoğlu, Berrin and Kholmatov, Alisher Anatolyevich, "Turkish handwritten text recognition: a case of agglutinative languages", Kanungo, Tapas and Smith, Elisa H. Barney and Hu, Jianying and Kantor, Paul B. (eds.), Conference on Document Recognition and Retrieval X, Bellingham, WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), January 2003, 227-233 |
| Volumes Edited / Special Issues |
| Vielhauer, Claus and Yanıkoğlu, Berrin and Garcia-Salicetti, Sonia and Guest, Richard M. and Elliott, Stephen J., Journal of Electronic Imaging - Special section on biometrics: advances in security, usability, and interoperability, Springfield, VA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), January 2008 |