Publications

2020

The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification
by Abdullatif Köksal and Arzucan Ozgur
in Findings of the Association for Computational Linguistics at EMNLP , 2020
Vapur: A Search Engine to Find Related Protein - Compound Pairs in COVID-19 Literature
by Abdullatif Koksal , Hilal Donmez , Riza Ozcelik , Elif Ozkirimli and Arzucan Ozgur
in Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP , 2020
Analyzing ELMo and DistilBERT on Socio-political News Classification
by Berfu Buyukoz , Ali Hurriyetoglu and Arzucan Ozgur
in Proceedings of the Workshop on Automated Extraction of Socio-political Events from News at ELRA , 2020
Exploring chemical space using natural language processing methodologies for drug discovery
by Hakime Ozturk , Arzucan Ozgur , Philippe Schwaller , Teodoro Laino and Elif Ozkirimli
in Drug Discovery Today , 2020
A Hybrid Approach to Dependency Parsing: Combining Rules and Morphology with Deep Learning
by Saziye Betul Ozates , Arzucan Ozgur , Tunga Gungor and Balkız Ozturk
in arXiv preprint , 2020
Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool
by Utku Turk , Furkan Atmaca , Saziye Betul Ozates , Gozde Berk , Seyyit Talha Bedir , Balkız Ozturk Basaran , Tunga Gungor and Arzucan Ozgur
in arXiv preprint , 2020
Data and Representation for Turkish Natural Language Inference
by Emrah Budur , Riza Ozcelik , Tunga Gungor and Christopher Potts
in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , 2020
Hierarchical Multitask Learning Approach for BERT
by Çağla Aksoy , Alper Ahmetoğlu and Tunga Gungor
in arXiv preprint , 2020
Intrinsic and Extrinsic Evaluation of Word Embedding Models
by Gökçe Yeşiltaş and Tunga Gungor
in Innovations in Intelligent Systems and Applications Conference (ASYU) , 2020
Generating a Concept Relation Network for Turkish Based on ConceptNet Using Translational Methods
by Arif Sırrı Özçelik and Tunga Gungor
in International Conference on Speech and Computer (SPECOM) , 2020
Combination of Recursive and Recurrent Neural Networks for Aspect-Based Sentiment Analysis Using Inter-Aspect Relations
by Cem Rıfkı Aydın and Tunga Gungor
in IEEE Access , 2020
Hierarchical Multi Task Learning with Subword Contextual Embeddings for Languages with Rich Morphology
by Arda Akdemir Tetsuo Shibuya and Tunga Gungor
in arXiv preprint , 2020
Microblog topic identification using Linked Open Data
by Ahmet Yıldırım , and Suzan Üsküdarlı
in PLOS ONE , 2020
NeuroBoun: An inquiry-based approach for exploring scientific literature -- a use case in neuroscience
by Suzan Üsküdarlı , Erinç Gökdeniz , and Reşit Canbeyli
in arXiv preprint , 2020

2019

Turkish Tweet Classification with Transformer Encoder
by Atıf Emre Yüksel , Yaşar Alim Türkmen Arzucan Ozgur and Berna Altınel
in Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP) , 2019
BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes
by Ilknur Karadeniz , Ömer Faruk Tuna and Arzucan Ozgur
in Proceedings of The 5th Workshop on BioNLP Open Shared Tasks at EMNLP , 2019
Machine learning-based identification and rule-based normalization of adverse drug reactions in drug labels
by Mert Tiftikçi , Arzucan Ozgur , Yongqun He and Junguk Hur
in BMC Bioinformatics , 2019
Statistical representation models for mutation information within genomic data
by N. Ozlem Ozcan Simsek , Arzucan Ozgur and Fikret Gurgen
in BMC Bioinformatics , 2019
Generating Word and Document Embeddings for Sentiment Analysis
by Cem Rifki Aydin , Tunga Gungor and Ali Erkan
in 16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2019) , 2019
Developing a Statistical Turkish Sign Language Translation System for Primary School Students
by Buse Buz and Tunga Gungor
in International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2019) , 2019
A Detailed Analysis and Improvement of Feature-Based Named Entity Recognition for Turkish
by Arda Akdemir and Tunga Gungor
in 21st International Conference on Speech and Computer (SPECOM 2019) , 2019
Turkish Treebanking: Unifying and Constructing Efforts
by Utku Turk , Furkan Atmaca , Saziye Betul Ozates , Abdullatif Koksal , Balkiz Ozturk Basaran , Tunga Gungor and Arzucan Ozgur
in Proceedings of the 13th Linguistic Annotation Workshop , 2019
WideDTA: prediction of drug-target binding affinity
by Hakime Ozturk , Elif Ozkirimli and Arzucan Ozgur
in arXiv preprint , 2019
Linking entities through an ontology using word embeddings and syntactic re-ranking
by Ilknur Karadeniz and Arzucan Ozgur
in BMC Bioinformatics , 2019
A Hybrid Translation System from Turkish Spoken Language to Turkish Sign Language
by Dilek Kayahan and Tunga Gungor
in International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2019) , 2019
Joint Learning of Named Entity Recognition and Dependency Parsing using Separate Datasets
by Arda Akdemir and Tunga Gungor
in Computacion y Sistemas , 2019
Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine
by Rezarta Islamaj Dogan , Sun Kim , Andrew Chatr-Aryamontri , Chih-Hsuan Wei , Donald C Comeau , Rui Antunes , Sergio Matos , Qingyu Chen , Aparna Elangovan , Nagesh C Panyam , Karin Verspoor , Hongfang Liu , Yanshan Wang , Zhuang Liu , Berna Altinel , Zehra Melce Husunbeyi , Arzucan Ozgur , Aris Fergadis , Chen-Kai Wang , Hong-Jie Dai , Tung Tran , Ramakanth Kavuluru , Ling Luo , Albert Steppi , Jinfeng Zhang , Jinchan Qu and Zhiyong Lu
in Database , 2019
Representing Overlaps in Sequence Labeling Tasks with a Novel Tagging Scheme: bigappy-unicrossy
by Gozde Berk , Berna Erden and Tunga Gungor
in 16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2019) , 2019
The effect of morphology in named entity recognition with sequence tagging
by Onur Gungor , Tunga Gungor and Suzan Uskudarli
in Natural Language Engineering , 2019
Identifying Image Related Sentences in News Articles
by Melike Esma Ilter , Lale Akarun and Arzucan Ozgur
in 27th Signal Processing and Communications Applications Conference (SIU) , 2019
Improving the Annotations in the Turkish Universal Dependency Treebank
by Utku Turk , Furkan Atmaca , Saziye Betul Ozates , Balkiz Ozturk , Tunga Gungor and Arzucan Ozgur
in Proceedings of the Third Workshop on Universal Dependencies (UDW, SyntaxFest) , 2019
Supervised Learning Methods in Classifying Organized Behavior in Tweet Collections
by Erdem Beğenilmiş , and Susan Uskudarli
in International Journal on Artificial Intelligence Tools , 2019
Detecting Clitics Related Orthographic Errors in Turkish
by Uğurcan Arıkan , Onur Güngör , and Suzan Üsküdarlı
in Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019) , 2019

2018

Deep-BGT at PARSEME Shared Task 2018: Bidirectional LSTM-CRF Model for Verbal Multiword Expression Identification
by Gozde Berk , Berna Erden and Tunga Gungor
in Joint Workshop on Linguistic Annotation, Multiword Expressions and Constructions (LAW-MWE-CxG 2018) at COLING 2018 , 2018
A Morphology-based Representation Model for LSTM-based Dependency Parsing of Agglutinative Languages
by Saziye Betul Ozates , Arzucan Ozgur , Tunga Gungor and Balkiz Ozturk
in Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies , 2018
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags Title and Abstract in Turkish
by Onur Gungor , Suzan Uskudarli and Tunga Gungor
in 27th International Conference on Computational Linguistics (COLING 2018) , 2018
A chemical language based approach for protein - ligand interaction prediction
by Hakime Ozturk , Arzucan Ozgur and Elif Ozkirimli
in arXiv preprint , 2018
Edition 1.1 of the PARSEME Shared Task on Automatic Identification of Verbal Multiword Expressions
by Carlos Ramisch , Silvio Ricardo Cordeiro , Agata Savary , Veronika Vincze , Verginica Barbu Mititelu , Archna Bhatia , Maja Buljan , Marie Candito , Polona Gantar , Voula Giouli , Tunga Gungor , Abdelati Hawwari , Uxoa Inurrieta , Jolanta Kovalevskaite , Simon Krek , Timm Lichte , Chaya Liebeskind , Johanna Monti , Carla Escartín , Behrang Qasemizadeh , Renata Ramisch , Nathan Schneider , Ivelina Stoyanova , Ashwini Vaidya and Abigail Walsh
in Proceedings of the Joint Workshop on Linguistic Annotation, Multiword Expressions and Constructions (LAW-MWE-CxG-2018) , 2018
A closed-domain question answering framework using reliable resources to assist students
by Caner Derici , Yigit Aydin , Cigdem Yenialaca , Nihal Yagmur Aydin , Gunizi Kartal , Arzucan Ozgur and Tunga Gungor
in Natural Language Engineering , 2018
Ontology-based literature mining and class effect analysis of adverse drug reactions associated with neuropathy-inducing drugs.
by Junguk Hur , Arzucan Ozgur and Yongqun He
in Journal of biomedical semantics , 2018
A novel methodology on distributed representations of proteins using their interacting ligands.
by Hakime Ozturk , Elif Ozkirimli and Arzucan Ozgur
in Bioinformatics , 2018
Segmenting hashtags and analyzing their grammatical structure
by Arda Celebi and Arzucan Ozgur
in Journal of the Association for Information Science and Technology , 2018
DeepDTA: deep drug–target binding affinity prediction
by Hakime Ozturk , Arzucan Ozgur and Elif Ozkirimli
in Bioinformatics , 2018
A restaurant recommendation system for Turkish based on user conversations
by Murat Elifoglu and Tunga Gungor
in 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 , 2018
Turkish verbal multiword expressions corpus
by Gozde Berk , Berna Erden and Tunga Gungor
in 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 , 2018
Recurrent neural networks for Turkish named entity recognition
by Onur Gungor , Suzan Uskudarli and Tunga Gungor
in 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 , 2018
Named Entity Recognition on Twitter for Turkish using Semi-supervised Learning with Word Embeddings
by Eda Okur , Hakan Demir and Arzucan Ozgur
in arXiv preprint , 2018
ChemBoost: A chemical language based approach for protein-ligand binding affinity prediction
by Riza Ozcelik , Hakime Ozturk , Arzucan Ozgur and Elif Ozkirimli
in arXiv preprint , 2018
Semi-Supervised Psychometric Scoring of Document Collections
by Burak Suyunu , Gonul Ayci , Mine Öğretir , Ali Taylan Cemgil , Suzan Uskudarli , Hamza Zeytinoglu , Bulent Ozel , and Arman Boyacı
in IEEE International Conference on Data Mining Workshops (ICDMW) , 2018
Towards an ontology-driven clinical experience sharing ecosystem: Demonstration with liver cases
by María del Mar Roldán-García , Suzan Üsküdarlı , Neda B. Marvasti , Burak Acar and José F. Aldana-Montesa
in Expert Systems with Applications , 2018
Organized Behavior Classification of Tweet Sets using Supervised Learning Methods
by Erdem Beğenilmiş , and Suzan Üsküdarlı
in Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics , 2018
The information revealed by processing semantic topics extracted from collective short posts
by Ahmet Yıldırım , and Suzan Üsküdarlı
in Signal Processing and Communications Applications Conference (SIU) , 2018

2017

BIOSSES: A semantic sentence similarity estimation system for the biomedical domain
by Gizem Sogancioglu , Hakime Ozturk and Arzucan Ozgur
in Bioinformatics , 2017
BUSEM at SemEval-2017 Task 4A Sentiment Analysis with Word Embedding and Long Short Term Memory RNN Approaches
by Deger Ayata , Murat Saraclar and Arzucan Ozgur
in Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) , 2017
Discovery and genotyping of novel sequence insertions in many sequenced individuals.
by Pinar Kavak , Yen-Yi Lin , Ibrahim Numanagic , Hossein Asghari , Tunga Gungor , Can Alkan and Faraz Hach
in Bioinformatics , 2017
Automatic query generation using word embeddings for retrieving passages describing experimental methods
by Ferhat Aydin , Zehra Melce Husunbeyi and Arzucan Ozgur
in Database , 2017
Ontology-based literature mining of E. coli vaccine-associated gene interaction networks
by Junguk Hur , Arzucan Özgür and Yongqun He
in Journal of Biomedical Semantics , 2017
CNN-based Chemical-Protein Interactions Classification
by Atakan Yuksel , Hakime Ozturk , Elif Ozkirimli and Arzucan Ozgur
in Proceedings of the BioCreative VI Workshop , 2017
Extracting Adverse Drug Reactions using Deep Learning-and Dictionary-Based Approaches
by Mert Tiftikci , Arzucan Ozgur , Yongqun He and Junguk Hur
in Text Analysis Conference (TAC) , 2017
Political opinion/sentiment prediction via long short term memory recurrent neural networks on Twitter
by Deger Ayata , Murat Saraclar and Arzucan Ozgur
in 25th Signal Processing and Communications Applications Conference (SIU) , 2017
Turkish tweet sentiment analysis with word embedding and machine learning
by Deger Ayata , Murat Saraclar and Arzucan Ozgur
in 25th Signal Processing and Communications Applications Conference (SIU) , 2017
Text Classification using Ontology and Semantic Values of Terms for Mining Protein Interactions and Mutations
by Berna Altınel , Zehra Melce Husunbeyi and Arzucan Ozgur
in Proceedings of the BioCreative VI Workshop , 2017
Description of the BOUN System for the Trilingual Entity Detection and Linking Tasks at TAC KBP 2017
by Arda Celebi and Arzucan Ozgur
in Proceedings of the Tenth Text Analysis Conference (TAC 2017) , 2017
Discovery and genotyping of novel sequence insertions in many sequenced individuals
by Pinar Kavak , Yen-Yi Lin , Ibrahim Numanagic , Hossein Asghari , Tunga Gungor , Can Alkan and Faraz Hach
in Intelligent Systems for Molecular Biology and 16th European Conference on Computational Biology (ISMB/ECCB 2017) , 2017

2016

Improving Genome Assemblies Using Multi-Platform Sequence Data
by Kavak, P., Ergüner, B., Üstek, D., Yüksel, B., Sağıroğlu, M.Ş., Güngör, T. and Alkan, C.
in Lecture Notes in Bioinformatics (LNBI), Springer, Vol.9874, 2016, p.220-232.
A Rule-based Approach for Converting Wikipedia Content into Semantic Relations
by Aydın, N.Y. and Güngör, T.
in 3rd International Conference on Artificial Intelligence (ICOAI 2016), December 2016, Limerick, Ireland.
A Matching Approach based on Term Clusters for eRecruitment
by Bal, G., Karakaş, A., Güngör, T., Süzen, F. and Kara, K.C.
in 15th Industrial Conference on Data Mining (ICDM 2016), July 2016, NewYork – LNCS (Lecture Notes in Computer Science), Vol.9728, 2016, p.394-404, Springer-Verlag, Berlin Heidelberg.
BioCreative V BioC track overview: collaborative biocurator assistant task for BioGRID
by Sun Kim, Rezarta Islamaj Dogan, Andrew Chatr-aryamontri, Christie S. Chang, Rose Oughtred, Jennifer M. Rust, Riza Batista-Navarro, Jacob Carter, Sophia Ananiadou, Sérgio Matos, André Santos, David Campos, José Luís Oliveira, Onkar Singh, Jitendra Jonnagaddala, Hong-Jie Dai, Emily Chia-Yu Su, Yung-Chun Chang, Yu-Chen Su, Chun-Han Chu, Chien Chin Chen, Wen-Lian Hsu, Yifan Peng, Cecilia N. Arighi, Cathy H. Wu, K. Vijay-Shanker, Ferhat Aydin, Zehra Melce Hüsünbeyi, Arzucan Özgür, Soo-Yong Shin, Dongseop Kwon, Kara Dolinski, Mike Tyers, W. John Wilbur, Donald C. Comeau
in Database, 2016 : baw121. doi: 10.1093/database/baw121, 2016.
The Interaction Network Ontology-supported modeling and mining of complex interactions represented with multiple keywords in biomedical literature
by Arzucan Ozgur, Junguk Hur, Yongqun He
in BioData Mining, 9:41, doi: 10.1186/s13040-016-0118-0, 2016.
Automated Neuroanatomical Relation Extraction: A Linguistically Motivated Approach with a PVT Connectivity Graph Case Study
by Erinç Gokdeniz, Arzucan Özgür, Reşit Canbeyli
in Frontiers in Neuroinformatics, 10:39. doi: 10.3389/fninf.2016.00039, 2016.
Ontology-based Categorization of Bacteria and Habitat Entities using Information Retrieval Techniques
by Mert Tiftikci , Hakan Şahin , Berfu Büyüköz , Alper Yayıkçı , Arzucan Özgür
in Proceedings of the 4th BioNLP Shared Task Workshop, pages 56–63, Berlin, Germany, August 13, 2016. Association for Computational Linguistics.
Towards Building a Political Protest Database to Explain Changes in the Welfare State
by Çağıl Sonmez , Arzucan Özgür, Erdem Yörük
in Proceedings of the 10th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH), pages 106–110, Berlin, Germany, August 11, 2016. Association for Computational Linguistics
A comparative study of SMILES-based compound similarity functions for drug-target interaction prediction
by Hakime Ozturk, Elif Ozkirimli, Arzucan Ozgur
in BMC Bioinformatics, 17:128, 2016.
Robustness of Massively Parallel Sequencing Platforms
by Kavak, P., Yüksel, B., Aksu, S., Külekçi, O., Güngör, T., Hach, F., Şahinalp, S.C., Alkan, C. and Sağıroğlu, M.Ş.
in PLoS ONE, 2016.
Identifying Topics in Microblogs Using Wikipedia
by Ahmet Yildirim, Suzan Uskudarli, Arzucan Ozgur
in PLoS ONE, 11(3): e0151885, 2016.
Segmenting Hashtags using Automatically Created Training Data
by Arda Celebi and Arzucan Ozgur
in Proceedings of the 10th Language Resources and Evaluation Conference (LREC 2016), 23-28 May, 2016.
Sentence Similarity based on Dependency Tree Kernels for Multi-document Summarization
by Saziye Betül Ozates, Arzucan Ozgur and Dragomir Radev
in Proceedings of the 10th Language Resources and Evaluation Conference (LREC 2016), 23-28 May, 2016.
Named Entity Recognition on Twitter for Turkish using Semi-supervised Learning with Word Embeddings
by Eda Okur, Hakan Demir, and Arzucan Ozgur
in Proceedings of the 10th Language Resources and Evaluation Conference (LREC 2016), 23-28 May, 2016.
Renarration for All
by T. B. Dinesh and Suzan Üsküdarlı
in IIITB Data Science Communications , 2016

2015

Literature Mining and Ontology based Analysis of Host-Brucella Gene-Gene Interaction Network
by Ilknur Karadeniz, Junguk Hur, Yongqun He, and Arzucan Ozgur
in Frontiers in Microbiology, 6:1386, 2015.
Extension of the Interaction Network Ontology for literature mining of gene-gene interaction networks from sentences with multiple interaction keywords
by Arzucan Ozgur, Junguk Hur, and Yongqun He
in Proceedings of International Workshop on Biomedical Data Mining, Modeling, and Semantic Integration: A Promising Approach to Solving Unmet Medical Needs (BDM2I 2015), The International Semantic Web Conference (ISWC 2015), Bethlehem, PA, USA, October 11-15, 2015.
Retrieving Passages Describing Experimental Methods using Ontology and Term Relevance based Query Matching
by Ferhat Aydın, Zehra Melce Hüsünbeyi, and Arzucan Ozgur
in Proceedings of the Fifth BioCreative Challenge Evaluation Workshop, Sevilla, Spain, September 9-11, 2015.
Türk İşaret Dili (TİD) ve Türkçe
by Karabüklü, S., Derici, C., Kelepir, M., Özsoy, S. and Güngör, T.
in Uluslararası Engelsiz Bilişim Kongresi, Celal Bayar University, September 2015, Manisa.
Two-Stage Feature Selection for Text Classification
by Özgür, L. and Güngör, T.
in 30th International Symposium on Computer and Information Sciences (ISCIS 2015), September 2015, London.
Improving Genome Assemblies Using Multi-Platform Sequence Data
by Kavak, P., Ergüner, B., İstek, D., Yüksel, B., Sağıroğlu, M.Ş., Güngör, T. and Alkan, C.
in 12th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB 2015), September 2015, Italy.
Detection and Categorization of Bacteria Habitats using Shallow Linguistic Analysis
by Ilknur Karadeniz and Arzucan Ozgur
in BMC Bioinformatics, 16 (Suppl 10):S5, 2015.
GLASS: a comprehensive database for experimentally-validated GPCR-ligand associations
by Wallace K. B. Chan, Hongjiu Zhang, Jianyi Yang, Jeffrey R. Brender, Junguk Hur, Arzucan Özgür, and Yang Zhang.
in Bioinformatics, Volume 31, Issue 18, 2015.
Question Analysis for a Closed Domain Question Answering System
by Derici, C., Çelik, K., Kutbay, E., Aydın, Y., Üzgür, A., Kartal, G. and Güngör, T.
in 16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing-2015), Ed. A.Gelbukh, April 2015, Cairo, Egypt
Classification of Beta-Lactamases and Penicillin Binding Proteins Using Ligand-Centric Network Models
by Hakime Ozturk, Elif Ozkirimli, Arzucan Ozgur
in PLoS ONE, 10(2): e0117874, 2015.
Development and Application of an Interaction Network Ontology for Literature Mining of Vaccine-associated Gene-Gene Interactions
by Junguk Hur, Arzucan Ozgur, Zuoshuang Xiang, and Yongqun He
in Journal of Biomedical Semantics, 6:2, 2015.
Sosyal Medya Ortamlarında Türkçe Dil Özelliklerine Dayalı Olarak Sahte Hesap Tespiti
by Beğen, E., Kaya, M., Keleş, S., Karadağ, B., Güngör, T., Dayı, M. and Çiftçi, H.
in Akademik Bilişim Konferansı, Anadolu University, February 2015, Eskişehir.
Overview of the ImageCLEF 2015 liver CT annotation task
by Neda B. Marvasti , María del Mar Roldán-García , Suzan Üsküdarlı , José F. Aldana-Montesa , and Burak Acar
in ImageCLEF - The CLEF Cross Language Image Retrieval Track , 2015
DRENAJ: Distributed social media data collection system
by Onur Güngör , Suzan Üsküdarlı and A. Taylan Cemgil
in IEEE Signal Processing and Communications Applications (SIU) , 2015
Sosyal ağlar üzerinden deprem tespiti
by Kıvanç Yazan and Suzan Üsküdarlı
in Akademik Bilişim , 2015
Amaçlı Sanal Topluluklar İçin Ontoloji Tabanlı Uygulama Üretme Platformu
by Murat Seyhan and Suzan Üsküdarlı
in Akademik Bilişim , 2015
Bir Ontoloji ile Mikroblog Ortamlarının Modellenmesi ile, İçeriklerin Anlamsal Olarak Erişilebilir Hale Getirilmesi ve Sorgulanması
by Ahmet Yıldırım and Suzan Üsküdarlı
in Akademik Bilişim , 2015
General Overview of ImageCLEF at the CLEF 2015 Labs
by Mauricio Villegas , Henning Müller , Andrew Gilbert , Luca Piras , Josiah Wang , Krystian Mikolajczyk , Alba G. Seco de Herrera , Stefano Bromuri , M. Ashraful Amin , Mahmood Kazi Mohammed , Burak Acar , Suzan Uskudarli , Neda B. Aldana , José F. Marvasti , and María del Mar Roldán García
in Experimental IR Meets Multilinguality, Multimodality, and Interaction at CLEF , 2015

2014

Improving Named Entity Recognition for Morphologically Rich Languages using Word Embeddings
by Hakan Demir and Arzucan Ozgur
in The 13th International Conference on Machine Learning and Applications (ICMLA'14), Detroit, Michigan, USA, December, 2014
Özgeçmişlerden ve İş İlanlarından Doğal Dil İşleme Yöntemleri ile Bilgi Çıkarımı
by Bal, G., Gültunca, C., Karakaş, A. and Güngör, T.
in 31. Ulusal Bilişim Kurultayı, November 2014, Ankara
A Graph-based Approach for Contextual Text Normalization
by Cagil Sonmez and Arzucan Ozgur
in Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), Doha, Qatar, October, 2014
Whole Genome Sequencing of Turkish Genomes Reveals Functional Private Alleles and Impact of Genetic Interactions with Europe, Asia and Africa
by Alkan, C., Kavak, P., Somel, M., Gökcümen, Ö., Uğurlu, S., Saygı, C., Dal, E., Buğra, K., Güngör, T., Şahinalp, S.C., Özören, N. and Bekpen, C.
in BMC Genomics, Vol.15(963), 2014.
Analyzing Stemming Approaches for Turkish Multi-Document Summarization
by Muhammed Yavuz Nuzumlali and Arzucan Ozgur
in Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP),Doha, Qatar, October, 2014.
Expanding Machine Translation Training Data with an Out-of-Domain Corpus using Language Modeling based Vocabulary Saturation
by Burak Aydın and Arzucan Ozgur
in Conference of the Association for Machine Translation in the Americas (AMTA), Vancouver, Canada, October, 2014.
Bankacılık Alanında Doğal Dil İşleme Destekli Davranış Güdümlü Geliştirme
by Çıltık, A., Bağcı, V.H., Turgut, U.O. and Güngör, T.
in 8. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS 2014), METU, September 2014, Güzelyurt, KKTC
Bayesian Pathway Analysis of Cancer Microarray Data
by Melike Korucuoglu, Senol Isci, Arzucan Ozgur, Hasan H. Otu
in PLoS ONE, 9(7): e102803, 2014
Türkçe Etiketli Metin Derlemi
by Öztürk, S., Sankur, B., Güngör, T., Yılmaz, M.B., Köroğlu, B., Ağın, O., İşbilen, M., Ulaş, Ç. and Ahat, M.
in 22th IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU-14), April 2014, Trabzon, Turkey
Türkçe Soru Cevaplama Sistemlerinde Kural Tabanlı Odak Çıkarımı
by Derici, C., Çelik, K., Özgür, A., Güngör, T., Kutbay, E., Aydın, Y. and Kartal, G.
in 22th IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU-14), April 2014, Trabzon, Turkey
A Tree-based Learning Approach for Document Structure Analysis and its Application to Web Search
by F. Canan Pembe and Tunga Güngör
in Natural Language Engineering, 2014
Self-training a Constituency Parser using N-gram Trees
by Arda Çelebi and Arzucan Özgür
in Proceedings of the 9th Language Resources and Evaluation Conference (LREC), Reykjavik, Iceland, May, 2014
Sözlük Kullanarak Türkçe için Kavram Madenciliği Metotları Geliştirme
by Cem Rıfkı Aydın, Ali Erkan, Tunga Güngör and Hidayet Takçı
in Akademik Bilişim Konferansı, Mersin University, February 2014, Mersin
Dictionary-based Concept Mining: An Application for Turkish
by Cem Rıfkı Aydın, Ali Erkan, Tunga Güngör and Hidayet Takçı
in International Conference on Foundations of Computer Science and Technology (CST 2014), January 2014, Zurich
Overview and Analysis of the Results
by Barbara Caputo , Henning Müller , Jesus Martinez-Gomez , Mauricio Villegas , Burak Acar , Novi Patricia , Neda Marvasti , Suzan Üsküdarlı , Roberto Paredes , Miguel Cazorla , Ismael Garcia-Varea , and Vicente Morell
in Information Access Evaluation. Multilinguality, Multimodality, and Interaction at CLEF , 2014

2013

Sözlük Tabanlı Kavram Madenciliği: Türkçe için bir Uygulama
by Cem Rıfkı Aydın, Ali Erkan, Tunga Güngör and Hidayet Takçı
in 30. Ulusal Bilişim Kurultayı, November 2013, Ankara
Comparison of Text Feature Selection Policies and Using an Adaptive Framework
by Şerafettin Taşcı and Tunga Güngör
in Expert Systems with Applications, Vol.40, 2013, p.4871-4886
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules
by İlknur Karadeniz and Arzucan Özgür
in Proceedings of BioNLP Shared Task 2013 Workshop, Sofia, Bulgaria, August, 2013. Association for Computational Linguistics
BOUNCE: Sentiment Classification in Twitter using Rich Feature Sets
by Nadin Kökciyan, Arda Çelebi, Arzucan Özgür, and Suzan Üsküdarlı
in Proceedings of the International Workshop on Semantic Evaluation, SemEval’13, Atlanta, Georgia, June, 2013
PHISTO: Pathogen-Host Interaction Search Tool
by Saliha Durmuş Tekir, Tunahan Çakır, Emre Ardıç, Ali Semih Sayılırbaş, Gökhan Konuk, Mithat Konuk, Hasret Sarıyer, Azat Uğurlu, İlknur Karadeniz, Arzucan Özgür, F. Erdoğan Sevilgen, and Kutlu Ö. Ülgen
in Bioinformatics, Vol. 29 no. 10, pages 1357-1358, 2013
Word Polarity Detection using a Multilingual Approach
by Cüneyd Murad Özsert and Arzucan Özgür
in Proceedings of the Conference on Intelligent Text Processing and Computational Linguistics (CICLing), Samos, Greece, LNCS 7817, pp. 75–82, Springer, 2013
N-gram Parsing for Jointly Training a Discriminative Constituency Parser
by Arda Çelebi and Arzucan Özgür
in Proceedings of the Conference on Intelligent Text Processing and Computational Linguistics (CICLing), Samos, Greece, 2013
A Machine Learning Approach for Displaying Query Results in Search Engines
by Tunga Güngör
in 15th International Conference on Computer Analysis of Images and Patterns (CAIP 2013), Ed. R.Wilson et al., August 2013, York, England – LNCS (Lecture Notes in Computer Science), Vol.8047, 2013, p.180-187, Springer-Verlag, Berlin Heidelberg
A Comprehensive Analysis of Using Semantic Information in Text Categorization
by Kerem Çelik and Tunga Güngör
in IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2013), June 2013, Albena, Bulgaria
Clinical experience sharing by similar case retrieval
by Neda Barzegar Marvasti , Ceyhun Burak Akgül , Burak Acar , Nadin Kökciyan , Suzan Üsküdarlı , Pınar Yolum , Rüstü Türkay and Barış Bakır
in Proceedings of the 1st ACM International Workshop on Multimedia Indexing and Information Retrieval for Healthcare , 2013
Münazaraların Twitter'da etkisinin araştırılması
by Ahmet Yıldırım , and Suzan Üsküdarlı
in Akademik Bilişim , 2013
Mikroblog İleti Kümelerinde Konu Algılama Yönteminin İncelenmesi
by Ahmet Yıldırım , Suzan Üsküdarlı and Arzucan Özgür
in Akademik Bilişim , 2013

2012

Identification of fever and vaccine-associated gene interaction networks using ontology-based literature mining
by Junguk Hur, Arzucan Özgür, Zuoshuang Xiang, and Yongqun He
in Journal of Biomedical Semantics, 3:18, 2012
Input-Evaluation: A New Mechanism for Collecting Data Using Games with a Purpose
by Adem Efe Gencer,Tunga Güngör, Aslı Gürer and A. Sumru Özsoy
in 17th IEEE Symposium on Computers and Communications (ISCC-12), July 2012, Cappadocia, Turkey
Girdi-Değerlendirme: Amaçlı Oyunlarla Veri Toplamak için Yeni bir Mekanizma
by Adem Efe Gencer,Tunga Güngör, Aslı Gürer and A. Sumru Özsoy
in 20th IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU-12), April 2012, Fethiye, Turkey
Morpholexical and Discriminative Language Models for Turkish Automatic Speech Recognition
by Haşim Sak, Murat Saraçlar and Tunga Güngör
in IEEE Transactions onn Audio, Speech and Language Processing. 2012 Vol.20 No.8 p.2341-2351
Optimization of Dependency and Pruning Usage in Text Classification
by Levent Özgür and Tunga Güngör
in Pattern Analysis and Applications, Vol.15, 2012, p.45-58
A High Performance Centroid-based Classification Approach for Language Identification
by Hidayet Takçı and Tunga Güngör
in Pattern Recognition Letters Vol.33, 2012, p. 2077-2084
Dil Cambazı ve Türkçede Geçişsiz Eylemler
by Aslı Gürer, Adem Efe Gencer, Tunga Güngör and A. Sumru Özsoy
in 26. Ulusal Dilbilim Kurultayı, May 2012, Isparta, Turkey
Using Genetic Algorithms with Lexical Chains for Automatic Text Summarization
by Mine Berker and Tunga Güngör
in 4th International Conference on Agents and Artificial Intelligence (ICAART 2012) - Special Session on Machine Learning (SSML), February 2012, p.595-600, Vilamoura, Portugal
User generated human computation applications
by Nadin Kökciyan , Suzan Üsküdarlı and T.B. Dinesh
in IEEE International Conference on and IEEE International Confernece on Social Computing (SocialCom) Privacy, Security, Risk and Trust (PASSAT) , 2012
Content Based Microblogger Recommendation
by H. Burak Çelebi and Suzan Üsküdarlı
in IEEE International Conference on and IEEE International Confernece on Social Computing (SocialCom) Privacy, Security, Risk and Trust (PASSAT) , 2012
Alipi: a framework for re-narrating web pages
by T. B. Dinesh , Suzan Üsküdarlı , Subramanya Sastry , Deepti Aggarwal , Venkatesh Choppella and Venkatesh Choppella
in Proceedings of the International Cross-Disciplinary Conference on Web Accessibility (W4A) , 2012
A Social Web for Another Billion
by T. B. Dinesh and Suzan Üsküdarlı
in Proceedings of M4D , 2012

2011

Resources for Turkish Morphological Processing
by Haşim Sak, Tunga Güngör and Murat Saraçlar
in Journal of Language Resources and Evaluation, Vol.45, 2011, p.249-261
Discriminative Reranking of ASR Hypotheses with Morpholexical and N-best-list Features
by Haşim Sak, Murat Saraçlar and Tunga Güngör
in IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2011)
Developing a Concept Extraction System for Turkish
by Meryem Uzun-Per, Hidayet Takçı and Tunga Güngör
in International Conference on Artificial Intelligence (ICAI-11), July 2011, p.855-860, Las Vegas
U-Compare bio-event meta-service: compatible BioNLP event extraction services
by Yoshinobu Kano, Jari Björne, Filip Ginter, Ekaterina Buyko, Udo Hahn, Kevin Bretonnel Cohen, Karin Verspoor, Christophe Roeder, Lawrence E Hunter, Halil Kilicoglu, Sabine Bergler, Sofie Van Landeghem, Thomas Van Parys, Yves Van de Peer, Makoto Miwa, Sophia Ananiadou, Mariana Neves, Alberto Pascual-Montano, Arzucan Özgür, Dragomir R Radev, Sebastian Riedel, Rune Sætre, Hong-Woo Chun, Jin-Dong Kim, Sampo Pyysalo, Tomoko Ohta and Jun'ichi Tsujii
in BMC Bioinformatics, 12:481, 2011

2010

Text Classification with the Support of Pruned Dependency Patterns
by Levent Özgür and Tunga Güngör
in Pattern Recognition Letters, Vol.31, 2010, p.1598-1607
A Low-Complexity Constructive Learning Automaton Approach to Handwritten Character Recognition
by Aleksei Ustimov, M. Borahan Tümer and Tunga Güngör
in 11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing-2010), Ed. A.Gelbukh, March 2010, Iaşi, Romanya Research in Computing Science, Vol.46, 2010, p.311-322, IPN
On-the-fly Lattice Rescoring for Real-time Automatic Speech Recognition
by Haşim Sak, Murat Saraçlar and Tunga Güngör
in Interspeech, September 2010, Makuhari, Japan
Morphological Annotation of a Corpus with a Collaborative Multiplayer Game
by Onur Güngör and Tunga Güngör
in 11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing-2010), Ed. A.Gelbukh, March 2010, Iaşi, Romania LNCS (Lecture Notes in Computer Science), Vol.6008, 2010, p.74-85, Springer-Verlag, Berlin Heidelberg
Morphology-based and Sub-word Language Modeling for Turkish Speech Recognition
by Haşim Sak, Murat Saraçlar and Tunga Güngör
in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), March 2010, Dallas, Texas
A Tree Learning Approach to Web Document Sectional Hierarchy Extraction
by Canan Pembe and Tunga Güngör
in 2nd International Conference on Agents and Artificial Intelligence (ICAART 2010), January 2010, Valencia
Semantic tagprint - tagging and indexing content for semantic search and content management
by Murat Kalender Jiangbo Dang and Suzan Üsküdarlı
in International Conference on Semantic Computing , 2010
UNIpedia: A Unified Ontological Knowledge Platform for Semantic Content Tagging and Search
by Murat Kalender Jiangbo Dang and Suzan Üsküdarlı
in International Conference on Semantic Computing , 2010
An Operator Provided M-Learning Service: A Preliminary Report
by Ece Aksu Degirmencioğlu and Suzan Üsküdarlı
in In Proceedings of the WebSci10: Extending the Frontiers of Society On-Line , 2010

2009

Structure-Preserving and Query-Biased Document Summarisation for Web Searching
by Canan Pembe and Tunga Güngör
in Online Information Review, Vol.33(4), 2009, p.696-719
Natural Language Watermarking via Morphosyntactic Alterations
by Hasan Mesut Meral, Bülent Sankur, A. Sumru Özsoy, Tunga Güngör and Emre Sevinç
in Computer Speech and Language, Vol.23(1), 2009, p.107-125
Integrating Morphology into Automatic Speech Recognition
by Haşim Sak, Murat Saraçlar and Tunga Güngör
in IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2009), December 2009, Merano, Italy
LDA-based Keyword Selection in Text Categorization
by Ş. Taşcı and Tunga Güngör
in 24th International Symposium on Computer and Information Sciences (ISCIS 2009), September 2009, Northern Cyprus
A Stochastic Finite-State Morphological Parser for Turkish
by Haşim Sak, Tunga Güngör and Murat Saraçlar
in ACL-IJCNLP 2009, August 2009, p.273-276, Singapore, ACL
Analysis of Stemming Alternatives and Dependency Pattern Support in Text Classification
by Levent Özgür and Tunga Güngör
in 10th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing-2009), Ed. A.Gelbukh, March 2009, Mexico City Research in Computing Science, Vol.41, 2009, p.195-206, IPN
A web environment to support teaching introductory programming
by Dağhan Dinç and Suzan Üsküdarlı
in International Conference on Internet and Web Applications and Services (ICIW) , 2009
Screen-Replay: A Session Recording and Analysis Tool for DrScheme
by M. Fatih Köksal , R. Emre Başar and Suzan Üsküdarlı
in Proceedings of the Scheme and Functional Programming Workshop , 2009

2008

Time-Efficient Spam E-mail Filtering Using N-gram Models
by Ali Çıltık and Tunga Güngör
in Pattern Recognition Letters,Vol.29(1), 2008, p.19-33
An Evaluation of Existing and New Feature Selection Metrics in Text Categorization
by Şerafettin Taşcı and Tunga Güngör
in 23rd International Symposium on Computer and Information Sciences (ISCIS 2008), October 2008, İstanbul
Towards a New Summarization Approach for Search Engine Results: An Application for Turkish
by Canan Pembe and Tunga Güngör
in 23rd International Symposium on Computer and Information Sciences (ISCIS 2008), October 2008, İstanbul
Turkish Language Resources: Morphological Parser, Morphological Disambiguator and Web Corpus
by Haşim Sak, Tunga Güngör and Murat Saraçlar
in 6th International Conference on Natural Language Processing (GoTAL 2008), Ed. B.Nordstram and A.Ranta, August 2008, Gothenburg LNAI (Lecture Notes in Artificial Intelligence), Vol.5221, 2008, p.417-427, Springer-Verlag, Berlin Heidelberg
Semantic Tagging and Inference in Online Communities
by Ahmet Yıldırım and Suzan Üsküdarlı
in Proceedings of I-SEMANTICS , 2008

2007

An Evaluation of Structure-Preserving and Query-Biased Summaries in Web Search Tasks
by Canan Pembe and Tunga Güngör
in Computer Engineering, Vol.1(2), 2007, p.62-66
Türkçe için Bilgisayarla İşlenebilir Sözlük Kullanarak Kavramlar Arasındaki İlişkilerin Belirlenmesi
by Onur Güngör and Tunga Güngör
in Bilgisayar Bilimleri ve Mühendisliği, TBV Pub., 2007
Towards Combining Rule-Based and Statistical Part of Speech Tagging in Agglutinative Languages
by Levent Altunyurt, Zihni Orhan and Tunga Güngör
in Computer Engineering, Vol.1(1), 2007, p.66-69
Heading-Based Sectional Hierarchy Identification for HTML Documents
by Canan Pembe and Tunga Güngör
in 22nd International Symposium on Computer and Information Sciences (ISCIS 2007), November 2007, Ankara
Developing Methods and Heuristics with Low Time Complexities for Filtering Spam Messages
by Tunga Güngör and Ali Çıltık
in 12th International Conference on Applications of Natural Language to InformationSystems (NLDB 2007), June 2007, Paris LNCS (Lecture Notes in Computer Science), Vol.4592, 2007, p.35-47, Springer-Verlag, Berlin Heidelberg
Automated Query-Biased and Structure-Preserving Text Summarization on Web Documents
by Canan Pembe and Tunga Güngör
in International Symposium on Innovations in Intelligent Systems and Applications(INISTA 2007), June 2007, Istanbul
Türkçe Metin Damgalama: Sözdizimsel bir Model
by Hasan M. Meral, Emre Sevinç, Ersin Ünkar, Bülent Sankur, A. Sumru Özsoy and Tunga Güngör
in IEEE 15th Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SIU 2007), June 2007, Eskisehir
Morphological Disambiguation of Turkish Text with Perceptron Algorithm
by Haşim Sak, Tunga Güngör and Murat Saraçlar
in 8th InternationalConference on Intelligent Text Processing and Computational Linguistics(CicLing 2007), Ed. A.Gelbukh, February 2007, Mexico City - LNCS (Lecture Notesin Computer Science), Vol.4394, 2007, p.107-118, Springer-Verlag, Berlin Heidelberg
Syntactic Tools for Text Watermarking
by Hasan M. Meral, Emre Sevinç, Ersin Ünkar, Bülent Sankur, A. Sumru Özsoy and Tunga Güngör
in 19th Annual Symposium on Electronic Imaging: Security, Stenography, and Watermarking of Multimedia Contents, January 2007,San Jose, CA
Community software applications
by T.B. Dinesh and Suzan Üsküdarlı
in Home Informatics and Telematics: ICT for The Next Billion (HOIT) , 2007

2006

A Corpus-Based Concatenative Speech Synthesis System for Turkish
by Haşim Sak, Tunga Güngör and Yaşar Safkan
in Turkish Journal of Electrical Engineering and Computer Sciences Vol.14(2), p.209-223, 2006
Classification of Skewed and Homogeneous Document Corpora with Class-Based and Corpus-Based Keywords
by Arzucan Özgür and Tunga Güngör
in 29th German Conference on Artificial Intelligence (KI 2006), Eds.C.Freksa, M.Kohlhase and K.Schill, June 2006, Bremen- LNAI (Lecture Notes in Artificial Intelligence), Vol.4314, 2007, p.91-101, Springer-Verlag,Berlin Heidelberg
Compiling a Turkish-English Bilingual Corpus and Developing an Algorithm for Sentence Alignment
by Şefaretting Taşcı, A. Mustafa Güngör and Tunga Güngör
in Third International Bulgarian-Turkish Conference on ComputerScience, October 2006, Istanbul,p.291-296
A Composite Approach for Part of Speech Tagging in Turkish
by Levent Altunyurt, Zihni Orhan and Tunga Güngör
in Third International Bulgarian-Turkish Conference on Computer Science, October 2006, Istanbul,p.19-24

2005

Text Categorization with Class-Based and Corpus-Based Keyword Selection
by Arzucan Özgür, Levent Özgür and Tunga Güngör
in 20th International Symposium on Computer and Information Sciences (ISCIS 2005), October 2005, Istanbul - LNCS (Lecture Notes in ComputerScience, Vol.3733), 2005, p.607-616, Springer-Verlag, Berlin Heidelberg
Generation of Synthetic Speech from Turkish Text
by Haşim Sak, Tunga Güngör and Yaşar Safkan
in 13th European Signal ProcessingConference (EUSIPCO 2005), September 2005, Antalya

2004

Adaptive Anti-Spam Filtering for Agglutinative Languages: A Special Case for Turkish
by Levent Özgür, Tunga Güngör and Fikret Gürgen
in Pattern Recognition Letters, Vol.25(16), 2004, p.1819-1831
Generation of Sentence Parse Trees Using Parts of Speech
by Tunga Güngör
in 27th German Conference on Artificial Intelligence (KI 2004), Eds. S.Biundo, T.Frühwirth and G.Palm,September 2004, Ulm - LNAI (Lecture Notes in Artificial Intelligence),Vol.3238, 2004, p.56-66, Springer-Verlag, Berlin Heidelberg
Yapay Sinir Ağları ve Bayes Filtrelemesi ile Spam Mesajların Tespiti
by Levent Özgür, Tunga Güngör and Fikret Gürgen
in Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU-INISTA), Eds. T.Yildirim, S.Albayrak, B.Diri, S.N.Engin, L.Özyilmaz, M.F.Amasyali, M.Avci, Ü.Bakirci, B.Bolat and B.Kapanoglu, June 2004, Istanbul, p.219-222

2003

An Approach for Generating Sentence Parse Trees Based on Proximity Values
by Tunga Güngör
in International Twelfth Turkish Symposium on Artificial Intelligence and NeuralNetworks (TAINN 2003), Vol.E-5, July 2003, Çanakkale, p.530-532
Lexical and Morphological Statistics for Turkish
by Tunga Güngör
in International Twelfth Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN 2003), Vol.E-5,July 2003, Çanakkale, p.409-412
An Approach for Machine Translation Between Turkish and Spanish
by Metin Şenkal, Tunga Güngör and Onur Kardes
in International Twelfth Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN2003), Vol.E-5, July 2003, Çanakkale, p.471-473
Adaptive Turkish Anti-Spam Filtering
by Levent Özgür, Tunga Güngör and Fikret Gürgen
in International Twelfth Turkish Symposium on ArtificialIntelligence and Neural Networks (TAINN 2003), Vol.E-5, July 2003, Çanakkale,p.453-455
Bir Uygulama Alaninda Türkçe Metnin Anlambilimsel Gösterimi
by Onur Kardeş, Tunga Güngör and Ege Kipman
in Akademik Bilisim Konferansi, Çukurova Üniversitesi, February 2003, Adana