Fazli Can

Orcid: 0000-0003-0016-4278

Affiliations:
  • Bilkent University, Ankara, Turkey


According to our database1, Fazli Can authored at least 95 papers between 1983 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
A Novel Neural Ensemble Architecture for On-the-fly Classification of Evolving Text Streams.
ACM Trans. Knowl. Discov. Data, May, 2024

Balancing efficiency vs. effectiveness and providing missing label robustness in multi-label stream classification.
Knowl. Based Syst., 2024

MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detection.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Prioritized Binary Transformation Method for Efficient Multi-label Classification of Data Streams with Many Labels.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
Unsupervised concept drift detection for multi-label data streams.
Artif. Intell. Rev., March, 2023

Leveraging Linear Independence of Component Classifiers: Optimizing Size and Prediction Accuracy for Online Ensembles.
CoRR, 2023

A Broad Ensemble Learning System for Drifting Stream Classification.
IEEE Access, 2023

SiMiD: Similarity-based Misinformation Detection via Communities on Social Media Posts.
Proceedings of the Tenth International Conference on Social Networks Analysis, 2023

Cross-Lingual Transfer Learning for Misinformation Detection: Investigating Performance Across Multiple Languages.
Proceedings of the 4th Conference on Language, Data and Knowledge, 2023

DynED: Dynamic Ensemble Diversification in Data Stream Classification.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Quantitative Analysis of Spoken Discourse Using Memoirs of Old-time Moviegoers.
J. Quant. Linguistics, 2022

Stance Detection and Open Research Avenues.
CoRR, 2022

Not Good Times for Lies: Misinformation Detection on the Russia-Ukraine War, COVID-19, and Refugees.
CoRR, 2022

Implicit Concept Drift Detection for Multi-label Data Streams.
CoRR, 2022

A Tutorial on Stance Detection.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Binary Transformation Method for Multi-Label Stream Classification.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Stance Detection: A Survey.
ACM Comput. Surv., 2021

On-the-Fly Ensemble Pruning in Evolving Data Streams.
CoRR, 2021

Concept learning using one-class classifiers for implicit drift detection in evolving data streams.
Artif. Intell. Rev., 2021

Stance Detection: Concepts, Approaches, Resources, and Outstanding Issues.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2019
Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers.
IEEE Trans. Neural Networks Learn. Syst., 2019

A Tweet Dataset Annotated for Named Entity Recognition and Stance Detection.
CoRR, 2019

Unsupervised Concept Drift Detection with a Discriminative Classifier.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams.
ACM Trans. Knowl. Discov. Data, 2018

Multilingual Sentiment Analysis: An RNN-Based Framework for Limited Data.
CoRR, 2018

Stance Detection on Tweets: An SVM-based Approach.
CoRR, 2018

A Novel Online Stacked Ensemble for Multi-Label Stream Classification.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Discovering story chains: A framework based on zigzagged search and news actors.
J. Assoc. Inf. Sci. Technol., 2017

2016
A Theoretical Framework on the Ideal Number of Classifiers for Online Ensembles in Data Streams.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
A front-page news-selection algorithm based on topic modelling using raw text.
J. Inf. Sci., 2015

Diversity and Novelty on the Web: Search, Recommendation, and Data Streaming Aspects.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

2014
Diversity and novelty in web search, recommender systems and data streams.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

2013
Diversity and novelty in information retrieval.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

2012
Novelty detection for topic tracking.
J. Assoc. Inf. Sci. Technol., 2012

Topic Tracking Using Chronological Term Ranking.
Proceedings of the Computer and Information Sciences III, 2012

Squeezing the Ensemble Pruning: Faster and More Accurate Categorization for News Portals.
Proceedings of the Advances in Information Retrieval, 2012

2011
A Content-Based Social Network Study of Evliyâ Çelebi's <i>Seyahatnâme-Bitlis Section</i>.
Proceedings of the Computer and Information Sciences II, 2011

Automatic Categorization of Ottoman Literary Texts by Poet and Time Period.
Proceedings of the Computer and Information Sciences II, 2011

Mobile Information Retrieval: Memex on the Move - Nothing can be more Surprising than Life.
Proceedings of the Digital Publishing and Mobile Technologies, 2011

CoDet: sentence-based containment detection in news corpora.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

A New Approach to Search Result Clustering and Labeling.
Proceedings of the Information Retrieval Technology, 2011

Ensemble Pruning for Text Categorization Based on Data Partitioning.
Proceedings of the Information Retrieval Technology, 2011

2010
Automatic tag expansion using visual similarity for photo sharing websites.
Multim. Tools Appl., 2010

Change of Word Characteristics in 20th-Century Turkish Literature: A Statistical Analysis.
J. Quant. Linguistics, 2010

New event detection and topic tracking in Turkish.
J. Assoc. Inf. Sci. Technol., 2010

Translation Relationship Quantification: A Cluster-Based Approach and its Application to Shakespeare's Sonnets.
Proceedings of the Computer and Information Sciences, 2010

Redif Extraction in Handwritten Ottoman Literary Texts.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Stylistic document retrieval for Turkish.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Semantic argument frequency-based multi-document summarization.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Cover Coefficient-Based Multi-document Summarization.
Proceedings of the Advances in Information Retrieval, 2009

2008
Incremental cluster-based retrieval using compressed cluster-skipping inverted files.
ACM Trans. Inf. Syst., 2008

Information retrieval on Turkish texts.
J. Assoc. Inf. Sci. Technol., 2008

Chat mining: Predicting user and message attributes in computer-mediated communication.
Inf. Process. Manag., 2008

Bilkent news portal: a personalizable system with new event detection and tracking capabilities.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Site-based dynamic pruning for query processing in search engines.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Tag Suggestr: Automatic Photo Tag Expansion Using Visual Information for Photo Sharing Websites.
Proceedings of the Semantic Multimedia, 2008

Efficient Processing of Category-Restricted Queries for Web Directories.
Proceedings of the Advances in Information Retrieval , 2008

2007
Language Change Quantification Using Time-separated Parallel Translations.
Lit. Linguistic Comput., 2007

Large-scale cluster-based retrieval experiments on Turkish texts.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

2006
Automatic ranking of information retrieval systems using data fusion.
Inf. Process. Manag., 2006

First large-scale information retrieval experiments on turkish texts.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Algorithms for Within-Cluster Searches Using Inverted Files.
Proceedings of the Computer and Information Sciences, 2006

Chat Mining for Gender Prediction.
Proceedings of the Advances in Information Systems, 4th International Conference, 2006

Turkish Information Retrieval: Past Changes Future.
Proceedings of the Advances in Information Systems, 4th International Conference, 2006

2005
Comparing inverted files and signature files for searching a large lexicon.
Inf. Process. Manag., 2005

2004
Review of "Mining the Web: discovering knowledge from hypertext data" by Soumen Chakrabati. Morgan Kaufman 2003.
SIGIR Forum, 2004

A Stylometric Analysis of Yasar Kemal's I <i>nce Memed</i> Tetralogy.
Comput. Humanit., 2004

Change of Writing Style with Time.
Comput. Humanit., 2004

Efficiency and effectiveness of query processing in cluster-based retrieval.
Inf. Syst., 2004

Automatic performance evaluation of Web search engines.
Inf. Process. Manag., 2004

2003
Automatic ranking of retrieval systems in imperfect environments.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

1999
Optimization of Signature File Parameters for Database with Varying Record Lengths.
Comput. J., 1999

Compressed Multi-Framed Signature Files: An Index Structure for Fast Information Retrieval.
Proceedings of the 1999 ACM Symposium on Applied Computing, 1999

1997
Vertical Framing of Superimposed Signature Files Using Partial Evaluation of Queries.
Inf. Process. Manag., 1997

1996
Partial Evaluation of Queries for Bit-Sliced Signature Files.
Inf. Process. Lett., 1996

1995
Incremental Clustering for Very Large Document Databases: Initial MARIAN Experience.
Inf. Sci., 1995

1994
On the Efficiency of Best-Match Cluster Searches.
Inf. Process. Manag., 1994

1993
Incremental Clustering for Dynamic Information Processing.
ACM Trans. Inf. Syst., 1993

Information Retrieval Data Structures & Algorithms, by William B. Frakes and Ricardo Baeza-Yates (Book Review).
SIGIR Forum, 1993

Analysis of Multiterm Queries in a Dynamic Signature File Organization.
Proceedings of the 16th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Pittsburgh, PA, USA, June 27, 1993

HypIR: A Hypertext-Based Approach to Information Retrieval.
Proceedings of the 1993 ACM/SIGAPP Symposium on Applied Computing: States of the Art and Practice, 1993

Node Re-usability in Structured Hypertext Systems.
Proceedings of the ACM 21th Conference on Computer Science, 1993

1991
Hypertext and Hypermedia by Jakob Nielsen (Book Review).
SIGIR Forum, 1991

Multi-media document representation and retrieval.
Proceedings of the 19th annual conference on Computer Science, 1991

1990
Concepts and Effectiveness of the Cover-Coefficient-Based Clustering Methodology for Text Databases.
ACM Trans. Database Syst., 1990

An Introduction to Text Processing, Peter D. Smith (Book Review).
SIGIR Forum, 1990

1989
Dynamic cluster maintenance.
Inf. Process. Manag., 1989

1987
Computation of term/document discrimination values by use of the cover coefficient concept.
J. Am. Soc. Inf. Sci., 1987

A Dynamic Cluster Maintenance System for Information Retrieval.
Proceedings of the Tenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1987

1986
An Automatic and Tunable Document Indexing System.
Proceedings of the SIGIR'86, 1986

1985
Similarity and stability analysis of the two partitioning type clustering algorithms.
J. Am. Soc. Inf. Sci., 1985

Concepts of the Cover-Coefficient-Based Clustering Methodology.
Proceedings of the 8th annual international ACM SIGIR conference on Research and development in information retrieval, 1985

1984
A new clustering scheme and its use in an information retrieval system incorporating the support of a database machine ; Yeni bir kümeleme yöntemi ve veri tabanı bilgisayarı destekli bir bilgi erişim sisteminde kullanımı.
PhD thesis, 1984

Two partitioning type clustering algorithms.
J. Am. Soc. Inf. Sci., 1984

1983
A Clustering Scheme.
Proceedings of the Research and Development in Information Retrieval, 1983


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