Yücel  Saygın

English version

Yücel Saygın

E-posta : ysayginsabanciuniv.edu

Kişisel web sayfası

Eğitim :

Bilgisayar Mühendisliği Lisansı, Yüksek Lisansı ve Doktorası, Bilkent Üniversitesi, sırasıyla 1994, 1996, 2001.

Çalıştığı Kuruluşlar :

Misafir araştirmaci: Purdue Üniversitesi, (ABD), 1999-2000;

Araştırma Alanları :

Aktif veri tabanları; veri madenciliği; veri madenciliğine karşı veri güveliği; veri ambarları; hareketli verilerin yönetimi.

Ödüller :

  • Türkiye Bilişim Dernegi Tez Ödülü, - Türkiye Bilişim Dernegi  1998

Yayınlar :

Article
Özalp, İsmet and Gürsoy, Mehmet Emre and Nergiz, Mehmet Ercan and Saygın, Yücel (2016) "Privacy-preserving publishing of hierarchical data", ACM Transactions on Privacy and Security , Vol.19, No.3
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)
Hatipoğlu, Emre and Gökçe, Osman Zeki and Dinçer, Berkay and Saygın, Yücel (2016) "Sosyal medya ve Türk dış politikası: Kobani tweetleri üzerinden Türk dış politikası algısı (Social media and Turkish foreign policy: Turkish foregin policy perceptions through Kobane tweets)", Uluslararasi İlişkiler Dergisi, Vol.13, No.52, 175-197 (SSCI)
Gökçe, Osman Zeki and Hatipoğlu, Emre and Göktürk, Gökhan and Luetgert, Brooke and Saygın, Yücel (2014) "Twitter and politics: identifying Turkish opinion leaders in new social media", Turkish Studies, Vol.15, No.4, 671-688 (SSCI)
Dehkharghani, Rahim and Mercan, Hanefi and Javeed, Arsalan and Saygın, Yücel (2014) "Sentimental causal rule discovery from twitter", Expert Systems with Applications, Vol.41, No.10, 4950-4958 (SCI)
Amro, Belal Mohammed and Saygın, Yücel and Levi, Albert (2013) "Enhancing privacy in collaborative traffic-monitoring systems using autonomous location update", IET Intelligent Transport Systems, Vol.7, No.4, 388-395 (SCI)
Çaycı, Ayşegül and Menasalvas, Ernestina and Saygın, Yücel and Eibe, Santiago (2013) "Self-configuring data mining for ubiquitous computing", Information Sciences, Vol.246, 83-99 (SCI)
Abdalaal, Ahmed and Nergiz, Mehmet Ercan and Saygın, Yücel (2013) "Privacy preserving publishing of opinion polls", Computers and Security, Vol.37, 143-154 (SCI)
Nergiz, Mehmet Ercan and Çiçek, Abdullah Ercüment and Pedersen, Thomas B. and Saygın, Yücel (2012) "A look-ahead approach to secure multiparty protocols", IEEE Transactions On Knowledge and Data Engineering, Vol.24, No.7, 1170-1185 (SCI)
Tamersoy, Acar and Loukides, Grigorios and Nergiz, Mehmet Ercan and Saygın, Yücel and Malin, Bradley (2012) "Anonymization of longitudinal electronic medical records", IEEE Transactions on Information Technology in Biomedicine, Vol.16, No.3, 413-423 (SCI)
Çobanoğlu, Murat Can and Saygın, Yücel and Sezerman, Uğur (2011) "Classification of GPCRs using family specific motifs", IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol.8, No.6, 1495-1508 (SCI)
Nergiz, Mehmet and Tamersoy, Acar and Saygın, Yücel (2011) "Instant anonymization", ACM Transactions on Database Systems, Vol.36, No.1 (SCI)
Yıldızlı, Can and Pedersen, Thomas Brochmann and Saygın, Yücel and Savaş, Erkay and Levi, Albert (2011) "Distributed privacy preserving clustering via homomorphic secret sharing and its application to (vertically) partitioned spatio-temporal data", International Journal of Data Warehousing and Mining, Vol.7, No.1, 46-66 (SCI)
Kaplan, Emre and Pedersen, Thomas Brochmann and Savaş, Erkay and Saygın, Yücel (2010) "Discovering private trajectories using background information", Data and Knowledge Engineering (Sp. Iss. SI), Vol.69, No.7, 723-736 (SCI)
Hintoğlu, Ayça Azgın and Saygın, Yücel (2010) "Suppressing microdata to prevent classification based inference", VLDB Journal, Vol.19, No.3, 385-410 (SCI)
Domingo-Ferrer, Josep and Saygın, Yücel (2009) "Recent progress in database privacy", Data and Knowledge Engineering, Vol.68, No.11, 1157-1159 (SCI)
Karlı, Sezin and Saygın, Yücel (2009) "Mining periodic patterns in spatio-temporal sequences at different time granularities", Intelligent Data Analysis, Vol.13, No.2, 301-335 (SCI)
Nergiz, Mehmet Ercan and Atzori, Maurizio and Güç, Barış and Saygın, Yücel (2009) "Towards trajectory anonymization: a generalization-based approach", Transactions on Data Privacy, Vol.2, No.1, 47-75
Kaplan, Emre and Pedersen, Thomas Brochmann and Savaş, Erkay and Saygın, Yücel (2008) "Privacy risks in trajectory data publishing: reconstructing private trajectories from continuous properties", Knowledge-Based Intelligent Information and Engineering Systems, Vol.5178, 642-649 (SCI)
Bonchi, Francesco and Malin, Bradley and Saygın, Yücel (2008) "Recent advances in preserving privacy when mining data", Data and Knowledge Engineering Journal, Vol.65, No.issue 1, 1-4 (SCI)
İnan, Ali and Kaya , Selim Volkan and Saygın , Yücel and Savaş, Erkay and Azgın Hintoğlu, Ayça and Levi, Albert (2007) "Privacy preserving clustering on horizontally partitioned data", Data & Knowledge Engineering, Vol.63, No.3, 646-666 (SCI)
Yardımcı, Galip Gürkan and Küçükural, Alper and Saygın, Yücel and Sezerman, Uğur (2006) "Modified association rule mining approach for the MHC-peptide binding problem", Lecture Notes in Computer Science, Vol.4263, 165-173 (SCI)
İnan, Ali and Saygın, Yücel (2006) "Privacy preserving spatio-temporal clustering on horizontally partitioned data", Data warehousing and knowledge discovery (Lecture Notes in Computer Science), Vol.4081, 459-468 (SCI)
Ünal, Aykut and Saygın, Yücel and Ulusoy, Özgür (2006) "Processing count queries over event streams at multiple time granularities", Information sciences, Vol.176, No.14, 2066-2096 (SCI)
Şaykol, Ediz and Saygın, Yücel and Erçil, Aytül and Willis, Andrew and Cooper, David and Joukowski, Martha S. (2005) "A web service platform for web-accessible archaeological databases", Lecture notes in computer science, Vol.3733, 362-370 (SCI)
Azgın Hintoğlu, Ayça and Saygın, Yücel (2005) "Suppressing microdata to prevent probabilistic classification based inference", Lecture notes in computer science, Vol.3674, 155-169 (SCI)
Azgın Hintoğlu, Ayça and Saygın, Yücel and Benbernou, Salim and Hacid, Mohand Said (2005) "Privacy preserving data mining services on the web", Lecture notes in computer science, Vol.3592, 246-255 (SCI)
Saygın, Yücel and Reisman, Arnold and Wang, Yungtong (2004) "Value of information gained from data mining in the context of information sharing", IEEE Transactions on Engineering Management, Vol.51, No.4, 441-450 (SCI)
Oliveira, Stanley R. M. and Zaïane, Osmar R. and Saygın, Yücel (2004) "Secure association rule sharing", Lecture Notes in Computer Science (Advances in Knowledge Discovery and Data Mining), Vol.3056, 74-85 (SCI)
Verykios, V. S. and Elmagarmid, A. K. and Bertino, E. and Saygın, Yücel and Dasseni, E. (2004) "Association rule hiding", IEEE Transactions On Knowledge and Data Engineering, Vol.16, No.4, 434-447 (SCI)
Book Section / Chapter
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
Çaycı, Ayşegül and Eibe, Santiago and Menasalvas, Ernestina and Saygın, Yücel, "Bayesian networks to predict data mining algorithm behavior in ubiquitous computing environments", Analysis of Social Media and Ubiquitous Data: International Workshops MSM 2010, Toronto, Canada, June 13, 2010, and MUSE 2010, Barcelona, Spain, September 20, 2010, Revised Selected Papers, Atzmueller, Martin and Hotho, Andreas and Strohmaier, Markus and Chin, Alvin (eds.), Berlin/Heidelberg: Springer 2011, 119-141
Saygın, Yücel and Nergiz, Mehmet Ercan, "Condensation-based methods in emerging application domains", Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques, Bonchi, Francesco and Ferrari, Elena (eds.), Boca Raton, FL, USA: CRC Press, November 2010
Saygın, Yücel, "Hoarding in mobile computing environments", Mobile computing handbook , CRC Press, January 2005
Saygın, Yücel, "Sanitization and anonymization of document repositories", Web and Information Security, Hershey, PA, USA: Idea Group Inc., January 2005, 133-148
Papers in Conference Proceedings
İnan, Ali and Gürsoy, Mehmet Emre and Esmerdağ, Emir and Saygın, Yücel, "Graph-based modelling of query sets for differential privacy", Manolescu-Goujot, I. and Trani, L. and Baumann, P. and Dobos, L. and Ioannidis, Y. and Barnafoldi, G. G. and Banyai, E. (eds.), 28th International Conference on Scientific and Statistical Database Management (SSDBM 2016), ACM (Association for Computing Machinery), July 2016
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
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
Altop, Barış and Nergiz, Mehmet Ercan and Saygın, Yücel, "A probabilistic inference attack on suppressed social networks", IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012), USA: IEEE Computer Society 2012, 726-727
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
Amro, Belal Mohammed and Saygın, Yücel and Levi, Albert, "PA-CTM: privacy aware collaborative traffic monitoring system using autonomous location update mechanism", 4th ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS (SPRINGL '11), New York, USA: ACM (Association for Computing Machinery), November 2011, 1-8
Amro, Belal Mohammed and Levi, Albert and Saygın, Yücel, "CoRPPS: collusion resistant pseudonym providing system", 2011 IEEE International Conference on Privacy, Security, Risk, and Trust (PASSAT 2011), USA: IEEE Computer Society, October 2011, 1056-1063
Amro, Belal Mohammed and Saygın, Yücel and Levi, Albert, "P2-CTM: privacy preserving collaborative traffic monitoring", 3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS (SPRINGL '10), New York, NY, USA : ACM (Association for Computing Machinery), November 2010, 55-59
Çaycı, Ayşegül and Sümengen, Selçuk and Turkay, Çağatay and Balcısoy, Selim and Saygın, Yücel, "Temporal dynamics of user interests in web search queries", 23rd International Conference on Advanced Information Networking and Applications Workshops (WAINA '09), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2009, 762-767
Doğanay, Mahir Can and Pedersen, Thomas Brochmann and Saygın, Yücel and Savaş, Erkay and Levi, Albert, "Distributed privacy preserving k-means clustering with additive secret sharing", Proceedings of the 2008 International Workshop on Privacy and Anonymity in Information Society, PAIS 2008,, ACM Digital Library: ACM, March 2008, 3-11
Pedersen, Thomas Brochmann and Saygın, Yücel and Savaş, Erkay, "Secret charing vs. encryption-based techniques for privacy preserving data mining", Joint UNECE/Eurostat Work Session on Statistical Disclosure Control, Manchester, UK: Eurostat, December 2007
Saygın, Yücel, "A privacy preserving assertion based policy language for federation systems ", 12th ACM Symposium on Access Control Models and Technologies, New York, NY, USA: ACM (Association for Computing Machinery) 2007, 51-60
İnan, Ali and Saygın, Yücel and Levi, Albert and Savaş, Erkay and Hintoğlu, Ayça Azgın, "Privacy preserving clustering on horizontally partitioned data", 22nd International Conference on Data Engineering Workshops (ICDEW'06), New York: IEEE, April 2006, 95-95
Volumes Edited / Special Issues
Levi, Albert and Savaş, Erkay and Yenigün, Hüsnü and Balcısoy, Selim and Saygın, Yücel, Proceedings of computer and information sciences - ISCIS 2006, Springer, November 2006
Levi, Albert and Savaş, Erkay and Yenigün, Hüsnü and Balcısoy, Selim and Saygın, Yücel, Computer and information sciences-ISCIS 2006, Heidelberg, Germany: Springer, October 2006, 1-1084
Working Paper / Technical Report
Nergiz, Mehmet Ercan and Çiçek, Ercüment Abdullah and Saygın, Yücel, "A look ahead approach to secure multi-party protocols", June 2009, Sabancı University ID:SU_FENS_2009/0003