Task Handling in Workflow Management Systems. - Pinar Karagoz; Sena Nural Arpinar; Pinar Koksal; Nesime Tatbul; Esin Gokkoca; Asuman Dogac (IADT, 1998)

Adding Constraints to Logic-Based Workflow to Obtain Optimized Schedules. - Pinar Karagoz (EDBT PhD Workshop, 2000)

A Logical Framework for Scheduling Workflows under Resource Allocation Constraints. - Pinar Senkul; Michael Kifer; Ismail Hakki Toroslu (VLDB, 2002)

Logic Based Approaches to Workflow Modeling and Verification. - Saikat Mukherjee; Hasan Davulcu; Michael Kifer; Pinar Senkul; Guizhen Yang (Logics for Emerging Applications of Databases, 2003)

Specification and scheduling of workflows under resource allocation constraints ; Kaynak ayrım kısıtları altında işakışlarının tanımlanması ve planlanması. - Pinar Karagöz (2003)

Modeling Composite Web Services by Using a Logic-based Language. - Pinar Senkul (SWAP, 2005)

An architecture for workflow scheduling under resource allocation constraints. - Pinar Senkul; Ismail Hakki Toroslu (Inf. Syst., 2005)

Data management research at the Middle East Technical University. - Nihan Kesim Cicekli; Ahmet Cosar; Asuman Dogac; Faruk Polat; Pinar Senkul; Ismail Hakki Toroslu; Adnan Yazici (SIGMOD Rec., 2005)

A Workflow-Based Web Service Composition System. - Erman Karakoc; Karani Kardas; Pinar Senkul (IAT Workshops, 2006)

CompositeWeb Service Construction by Using a Logical Formalism. - Pinar Senkul (ICDE Workshops, 2006)

A New ILP-based Concept Discovery Method for Business Intelligence. - Seda Daglar Toprak; Pinar Senkul; Yusuf Kavurucu; Ismail Hakki Toroslu (ICDE Workshops, 2007)

Frequent Itemset Minning with Trie Data Structure and Parallel Execution with PVM. - Levent Guner; Pinar Senkul (PVM/MPI, 2007)

Aggregation in Confidence-Based Concept Discovery for Multi-Relational Data Mining. - Yusuf Kavurucu; Pinar Senkul; Ismail Hakki Toroslu (IADIS European Conf. Data Mining, 2008)

Confidence-Based Concept Discovery in Relational Databases. - Yusuf Kavurucu; Pinar Senkul; Ismail Hakki Toroslu (CSIE (4), 2009)

Analyzing Transitive Rules on a Hybrid Concept Discovery System. - Yusuf Kavurucu; Pinar Senkul; Ismail Hakki Toroslu (HAIS, 2009)

A Hybrid Approach to Process Mining: Finding Immediate Successors of a Process by Using From-To Chart. - Eren Esgin; Pinar Senkul (ICMLA, 2009)

Multi-relational concept discovery with aggregation. - Yusuf Kavurucu; Pinar Senkul; Ismail Hakki Toroslu (ISCIS, 2009)

Using semantic information for web usage mining based recommendation. - Suleyman Salin; Pinar Senkul (ISCIS, 2009)

Composing semantic Web services under constraints. - Erman Karakoc; Pinar Senkul (Expert Syst. Appl., 2009)

ILP-based concept discovery in multi-relational data mining. - Yusuf Kavurucu; Pinar Senkul; Ismail Hakki Toroslu (Expert Syst. Appl., 2009)

A Hybrid Approach for Process Mining: Using From-to Chart Arranged by Genetic Algorithms. - Eren Esgin; Pinar Senkul; Cem Cimenbicer (HAIS (1), 2010)

Using Ontology and Sequence Information for Extracting Behavior Patterns from Web Navigation Logs. - Hakan Yilmaz; Pinar Senkul (ICDM Workshops, 2010)

Service Acquisition and Validation in a Distributed Service Discovery System Consisting of Domain-specific Sub-systems. - Deniz Canturk; Pinar Senkul (ICEIS (4), 2010)

Improving the Time Efficiency of ILP-based Multi-Relational Concept Discovery with Dynamic Programming Approach. - Alev Mutlu; Mehmet Ali Berk; Pinar Senkul (ISCIS, 2010)

Concept discovery on relational databases: New techniques for search space pruning and rule quality improvement. - Yusuf Kavurucu; Pinar Senkul; Ismail Hakki Toroslu (Knowl. Based Syst., 2010)

Geo-social recommendations based on incremental tensor reduction and local path traversal. - Panagiotis Symeonidis; Alexis Papadimitriou; Yannis Manolopoulos; Pinar Senkul; Ismail Hakki Toroslu (GIS-LBSN, 2011)

Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models. - Eren Esgin; Pinar Senkul (HAIS (1), 2011)

MPI-based Parallelization for ILP-based Multi-relational Concept Discovery. - Alev Mutlu; Pinar Senkul; Yusuf Kavurucu (ICMLA (1), 2011)

IntWEB: An AI-Based Approach for Adaptive Web. - Oznur Kirmemis Alkan; Pinar Senkul (ITWP@IJCAI, 2011)

Spatio-Temporal Pattern and Trend Extraction on Turkish Meteorological Data. - Isil Goler; Pinar Senkul; Adnan Yazici (ISCIS, 2011)

Semantic Annotation of Web Services with Lexicon-Based Alignment. - Deniz Canturk; Pinar Senkul (SERVICES, 2011)

A comparative study on ILP-based concept discovery systems. - Yusuf Kavurucu; Pinar Senkul; Ismail Hakki Toroslu (Expert Syst. Appl., 2011)

Using semantic information for distributed web service discovery. - Deniz Canturk; Pinar Senkul (Int. J. Web Sci., 2011)

Semantic Expansion of Tweet Contents for Enhanced Event Detection in Twitter. - Ozer Ozdikis; Pinar Senkul; Halit Oguztüzün (ASONAM, 2012)

Geo-activity recommendations by using improved feature combination. - Masoud Sattari; Murat Manguoglu; Ismail H. Toroslu; Panagiotis Symeonidis; Pinar Senkul; Yannis Manolopoulos (UbiComp, 2012)

Confidence-Based Incremental Classification for Objects with Limited Attributes in Vertical Search. - Ozer Ozdikis; Pinar Senkul; Siyamed S. Sinir (IEA/AIE, 2012)

Automatic QoS evaluation method for web services. - Emra Askaroglu; Pinar Senkul (ISCC, 2012)

Ontology-based routing of web services in distributed service discovery system containing domain specific nodes. - Deniz Canturk; Pinar Senkul (ISCC, 2012)

New Techniques for Adapting Web Site Topology and Ontology to User Behavior. - Oznur Kirmemis Alkan; Pinar Senkul (ISCIS, 2012)

Integrating Semantic Tagging with Popularity-Based Page Rank for Next Page Prediction. - Banu Deniz Gunel; Pinar Senkul (ISCIS, 2012)

Clustering Frequent Navigation Patterns from Website Logs by Using Ontology and Temporal Information. - Sefa Kilic; Pinar Senkul; Ismail Hakki Toroslu (ISCIS, 2012)

Improving Hash Table Hit Ratio of an ILP-Based Concept Discovery System with Memoization Capabilities. - Alev Mutlu; Pinar Senkul (ISCIS, 2012)

A Framework for Sentiment Analysis in Turkish: Application to Polarity Detection of Movie Reviews in Turkish. - A. Gural Vural; Berkant Barla Cambazoglu; Pinar Senkul; Z. Ozge Tokgoz (ISCIS, 2012)

Improving pattern quality in web usage mining by using semantic information. - Pinar Senkul; Suleyman Salin (Knowl. Inf. Syst., 2012)

Improving the scalability of ILP-based multi-relational concept discovery system through parallelization. - Alev Mutlu; Pinar Senkul; Yusuf Kavurucu (Knowl. Based Syst., 2012)

Small Is Beautiful: Summarizing Scientific Workflows Using Semantic Annotations. - Pinar Alper; Khalid Belhajjame; Carole A. Goble; Pinar Karagoz (BigData Congress, 2013)

A Hybrid Graph-Based Method for Concept Rule Discovery. - Alev Mutlu; Pinar Karagoz (DaWaK, 2013)

A Data Mining-Based Wind Power Forecasting Method: Results for Wind Power Plants in Turkey. - Mehmet Baris Özkan; Dilek Küçük; Erman Terciyanli; Serkan Buhan; Turan Demirci; Pinar Karagoz (DaWaK, 2013)

Enhancing and abstracting scientific workflow provenance for data publishing. - Pinar Alper; Khalid Belhajjame; Carole A. Goble; Pinar Karagoz (EDBT/ICDT Workshops, 2013)

Evidential location estimation for events detected in Twitter. - Ozer Ozdikis; Halit Oguztüzün; Pinar Karagoz (GIR, 2013)

Predicting the change of location of mobile phone users. - Mert Ozer; Ilkcan Keles; Ismail Hakki Toroslu; Pinar Karagoz (MobiGIS, 2013)

Extracting Sequential Patterns Based on User Defined Criteria. - Oznur Kirmemis Alkan; Pinar Karagoz (HAIS, 2013)

Sequence Alignment Adaptation for Process Diagnostics and Delta Analysis. - Eren Esgin; Pinar Karagoz (HAIS, 2013)

A Counting-Based Heuristic for ILP-Based Concept Discovery Systems. - Alev Mutlu; Pinar Karagoz; Yusuf Kavurucu (HAIS, 2013)

Assisting Web Site Navigation through Web Usage Patterns. - Oznur Kirmemis Alkan; Pinar Karagoz (IEA/AIE, 2013)

Emotion Analysis on Turkish Texts. - Z. Boynukalin; Pinar Karagoz (ISCIS, 2013)

Confidence-Aware Sequence Alignment for Process Diagnostics. - Eren Esgin; Pinar Karagoz (SITIS, 2013)

Sentiment Enhanced Hybrid TF-IDF for Microblogs. - Atakan Simsek; Pinar Karagoz (BDCloud, 2014)

Predicting the next location change and time of change for mobile phone users. - Mert Ozer; Ilkcan Keles; Ismail Hakki Toroslu; Pinar Karagoz; Salih Ergüt (MobiGIS, 2014)

A Hybrid Approach for Credibility Detection in Twitter. - Alper Gün; Pinar Karagoz (HAIS, 2014)

Improved Genetic Algorithm Based Approach for QoS Aware Web Service Composition. - A. Erdinc Yilmaz; Pinar Karagoz (ICWS, 2014)

LabelFlow: Exploiting Workflow Provenance to Surface Scientific Data Provenance. - Pinar Alper; Khalid Belhajjame; Carole A. Goble; Pinar Karagoz (IPAW, 2014)

Utilizing Coverage Lists as a Pruning Mechanism for Concept Discovery. - Alev Mutlu; Abdullah Dogan; Pinar Karagoz (ISCIS, 2014)

Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds. - Ilkcan Keles; Mert Ozer; Ismail Hakki Toroslu; Pinar Karagoz (NFMCP, 2014)

Toponym recognition on Turkish tweets. - Kezban Dilek Onal; Pinar Karagoz; Ruket Çakici (SIU, 2014)

Testing Discovered Web Services Automatically. - Pinar Karagoz; Selma Utku (WEBIST (1), 2014)

Extracting Multi-item Sequential Patterns by Wap-tree Based Approach. - Kezban Dilek Onal; Pinar Karagoz (WEBIST (2), 2014)

Improving Efficiency of Sequence Mining by Combining First Occurrence Forest (FOF) Strategy and Sibling Principle. - Kezban Dilek Onal; Pinar Karagoz (WIMS, 2014)

Improving Hit Ratio of ILP-based Concept Discovery System with Memoization. - Alev Mutlu; Pinar Senkul (Comput. J., 2014)

Sentiment-Focused Web Crawling. - A. Gural Vural; Berkant Barla Cambazoglu; Pinar Karagoz (ACM Trans. Web, 2014)

Utilizing Word Embeddings for Result Diversification in Tweet Search. - Kezban Dilek Onal; Ismail Sengor Altingovde; Pinar Karagoz (AIRS, 2015)

A Graph-Based Concept Discovery Method for n-Ary Relations. - Nazmiye Ceren Abay; Alev Mutlu; Pinar Karagoz (DaWaK, 2015)

Random walk based context-aware activity recommendation for location based social networks. - Hakan Bagci 002; Pinar Karagoz (DSAA, 2015)

Toponym Recognition in Social Media for Estimating the Location of Events. - Meryem Sagcan; Pinar Karagoz (ICDM Workshops, 2015)

Improved Wind Power Forecasting Using Combination Methods. - Ceyda Er Koksoy; Mehmet Baris Özkan; Serkan Buhan; Turan Demirci; Yusuf Arslan; Aysenur Birturk; Pinar Karagoz (ICMLA, 2015)

Dynamic Scoring-Based Sequence Alignment for Process Diagnostics. - Eren Esgin; Pinar Karagoz (IEA/AIE, 2015)

A path-finding based method for concept discovery in graphs. - Nazmiye Ceren Abay; Alev Mutlu; Pinar Karagoz (IISA, 2015)

User Interest Modeling in Twitter with Named Entity Recognition. - Deniz Karatay; Pinar Karagoz (#MSM, 2015)

Named Entity Recognition from Scratch on Social Media. - Kezban Dilek Kisa; Pinar Karagoz (MUSE@PKDD/ECML, 2015)

Performance Analysis of Data Mining Techniques for Improving the Accuracy of Wind Power Forecast Combination. - Ceyda Er Koksoy; Mehmet Baris Özkan; Dilek Küçük; Abdullah Bestil; Sena Sonmez; Serkan Buhan; Turan Demirci; Pinar Karagoz; Aysenur Birturk (DARE, 2015)

Generating Performance Improvement Suggestions by using Cross-Organizational Process Mining. - Onur Yilmaz; Pinar Karagoz (SIMPDA, 2015)

Extended feature combination model for recommendations in location-based mobile services. - Masoud Sattari; Ismail Hakki Toroslu; Pinar Karagoz; Panagiotis Symeonidis; Yannis Manolopoulos (Knowl. Inf. Syst., 2015)

A Novel Wind Power Forecast Model: Statistical Hybrid Wind Power Forecast Technique (SHWIP). - Mehmet Baris Özkan; Pinar Karagoz (IEEE Trans. Ind. Informatics, 2015)

CRoM and HuspExt: Improving Efficiency of High Utility Sequential Pattern Extraction. - Oznur Kirmemis Alkan; Pinar Karagoz (IEEE Trans. Knowl. Data Eng., 2015)

A Web Search Enhanced Feature Extraction Method for Aspect-Based Sentiment Analysis for Turkish Informal Texts. - Batuhan Kama; Murat Ozturk; Pinar Karagoz; Ismail Hakki Toroslu; Ozcan Ozay (DaWaK, 2016)

Detecting User Emotions in Twitter through Collective Classification. - Obrahim Oleri; Pinar Karagoz (KDIR, 2016)

Data Mining Based Product Marketing Technique for Banking Products. - Merve Mitik; Ozan Korkmaz; Pinar Karagoz; Ismail Hakki Toroslu; Ferhat Yucel (ICDM Workshops, 2016)

Cosine Similarity-Based Pruning for Concept Discovery. - Abdullah Dogan; Alev Mutlu; Pinar Karagoz (ISCIS, 2016)

Personalized time-aware outdoor activity recommendation system. - Shakiba Rahimiaghdam; Pinar Karagoz; Alev Mutlu (SAC, 2016)

Context-Aware Friend Recommendation for Location Based Social Networks using Random Walk. - Hakan Bagci 002; Pinar Karagoz (WWW (Companion Volume), 2016)

Predicting the Location and Time of Mobile Phone Users by Using Sequential Pattern Mining Techniques. - Mert Ozer; Ilkcan Keles; Ismail Hakki Toroslu; Pinar Karagoz; Hasan Davulcu (Comput. J., 2016)

Getting Started with Neural Models for Semantic Matching in Web Search. - Kezban Dilek Onal; Ismail Sengor Altingovde; Pinar Karagoz; Maarten de Rijke (CoRR, 2016)

Evidential estimation of event locations in microblogs using the Dempster-Shafer theory. - Ozer Ozdikis; Halit Oguztüzün; Pinar Karagoz (Inf. Process. Manag., 2016)

Policy-based memoization for ILP-based concept discovery systems. - Alev Mutlu; Pinar Karagoz (J. Intell. Inf. Syst., 2016)

Improving the prediction of page access by using semantically enhanced clustering. - Erman Sen; Ismail Hakki Toroslu; Pinar Karagoz (J. Intell. Inf. Syst., 2016)

WaPUPS: Web access pattern extraction under user-defined pattern scoring. - Oznur Kirmemis Alkan; Pinar Karagoz (J. Inf. Sci., 2016)

Context-aware location recommendation by using a random walk-based approach. - Hakan Bagci 002; Pinar Karagoz (Knowl. Inf. Syst., 2016)

A comparative study on learning to rank with computational methods. - Inci Batmaz; Pinar Karagoz; Gulsah Serdar (IEEE BigData, 2017)

Word Embedding Based Event Detection on Social Media. - Ali Mert Ertugrul; Burak Velioglu; Pinar Karagoz (HAIS, 2017)

Analyzing Implicit Aspects and Aspect Dependent Sentiment Polarity for Aspect-based Sentiment Analysis on Informal Turkish Texts. - Batuhan Kama; Murat Ozturk; Pinar Karagoz; Ismail Hakki Toroslu; Murat Kalender (MEDES, 2017)

Probabilistic Wind Power Forecasting by Using Quantile Regression Analysis. - Mehmet Baris Özkan; Umut Guvengir; Dilek Küçük; Ali Unver Secen; Serkan Buhan; Turan Demirci; Abdullah Bestil; Ceyda Er Koksoy; Pinar Karagoz (DARE@PKDD/ECML, 2017)

Irony detection on microposts with limited set of features. - Hande Taslioglu; Pinar Karagoz (SAC, 2017)

Exploring what makes it a POI. - Talha Yilmaz; Pinar Karagoz; Yusuf Kavurucu (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

A survey on location estimation techniques for events detected in Twitter. - Ozer Ozdikis; Halit Oguztüzün; Pinar Karagoz (Knowl. Inf. Syst., 2017)

Data Mining Approach for Direct Marketing of Banking Products with Profit/Cost Analysis. - Merve Mitik; Ozan Korkmaz; Pinar Karagoz; Ismail Hakki Toroslu; Ferhat Yucel (Rev. Socionetwork Strateg., 2017)

Incremental clustering with vector expansion for online event detection in microblogs. - Ozer Ozdikis; Pinar Karagoz; Halit Oguztüzün (Soc. Netw. Anal. Min., 2017)

Event Detection by Change Tracking on Community Structure of Temporal Networks. - Riza Aktunc; Ismail Hakki Toroslu; Pinar Karagoz (ASONAM, 2018)

Dynamic Programming Solution to ATM Cash Replenishment Optimization Problem. - Fazilet Özer; Ismail Hakki Toroslu; Pinar Karagoz; Ferhat Yucel (ICO, 2018)

Traffic Event Related Blog Post Classification by Using Traffic Related Named Entities. - A. Dundar Unsal; Hediye Tuydes-Yaman; Pinar Karagoz (ISC2, 2018)

Top-k Context-Aware Tour Recommendations for Groups. - Frederick Ayala-Gómez; Baris Kenis; Pinar Karagoz; András Benczúr (MICAI (2), 2018)

Short-Term Electricity Consumption Forecast Using Datasets of Various Granularities. - Yusuf Arslan; Aybike Simsek Dilbaz; Seyda Ertekin; Pinar Karagoz; Aysenur Birturk; Sinan Eren; Dilek Küçük (DARE@PKDD/ECML, 2018)

Movie Genre Classification from Plot Summaries Using Bidirectional LSTM. - Ali Mert Ertugrul; Pinar Karagoz (ICSC, 2018)

Neural information retrieval: at the end of the early years. - Kezban Dilek Onal; Ye Zhang; Ismail Sengor Altingovde; Md. Mustafizur Rahman; Pinar Karagoz; Alex Braylan; Brandon Dang; Heng-Lu Chang; Henna Kim; Quinten McNamara; Aaron Angert; Edward Banner; et al. (Inf. Retr. J., 2018)

Clustering based personality prediction on turkish tweets. - Esen Tutaysalgir; Pinar Karagoz; Ismail H. Toroslu (ASONAM, 2019)

ATM Withdrawal Amount Forecasting Through Neural Architectures. - Orhun Bugra Baran; Saim Sunel; Pinar Karagoz; Ismail Hakki Toroslu (IEEE BigData, 2019)

Comparison of Querying Performance of Neo4j on Graph and Hyper-graph Data Model. - Mert Erdemir; Furkan Göz; Alev Mutlu; Pinar Karagoz (KDIR, 2019)

Process Profiling based Synthetic Event Log Generation. - Eren Esgin; Pinar Karagoz (KDIR, 2019)

Enhancements for Sliding Window based Stream Classification. - Engin Maden; Pinar Karagoz (KDIR, 2019)

A Hybrid Sliding Window Based Method for Stream Classification. - Engin Maden; Pinar Karagoz (IC3K, 2019)

Streaming Event Detection in Microblogs: Balancing Accuracy and Performance. - Ozlem Ceren Sahin; Pinar Karagoz; Nesime Tatbul (ICWE, 2019)

Named Entity Recognition with Conditional Random Fields on Turkish News Dataset: Revisiting the Features. - Recep Firat Cekinel; Mustafa Agriman; Pinar Karagöz; Burcu Yilmaz (SIU, 2019)

Diversification in Wikipedia Enriched Advertisement Recommendation for Microblogs. - Atakan Simsek; Pinar Karagoz (WIMS, 2019)

Infuencee Oriented Topic Prediction: Investigating the Effect of Influence on the Author. - Murat Yukselen; Alev Mutlu; Pinar Karagoz (WIMS, 2019)

Data Mining-Based Upscaling Approach for Regional Wind Power Forecasting: Regional Statistical Hybrid Wind Power Forecast Technique (RegionalSHWIP). - Mehmet Baris Özkan; Pinar Karagoz (IEEE Access, 2019)

Investigating the Effect of Segmentation Methods on Neural Model based Sentiment Analysis on Informal Short Texts in Turkish. - Fatih Kurt; Kezban Dilek Kisa; Pinar Karagoz (CoRR, 2019)

A framework for aspect based sentiment analysis on turkish informal texts. - Pinar Karagoz; Batuhan Kama; Murat Ozturk; Ismail Hakki Toroslu; Deniz Canturk (J. Intell. Inf. Syst., 2019)

Named Entity Recognition on Morphologically Rich Language: Exploring the Performance of BERT with varying Training Levels. - Yuksel Pelin Kilic; Duygu Dinc; Pinar Karagoz (IEEE BigData, 2020)

Trajectory Prediction for Maritime Vessels Using AIS Data. - Gözde Boztepe Karatas; Pinar Karagoz; Orhan Ayran (MEDES, 2020)

Towards a Crypto Asset Taxonomy: A Text Classification-based Approach. - Ozan Kose; Pinar Karagoz; Gokce E. Phillips (MEDES, 2020)

Investigating the Neural Models for Irony Detection on Turkish Informal Texts. - Yesim Cemek; Cenk Cidecio; Asli Umay Öztürk; Recep Firat Çekinel; Pinar Karagöz (SIU, 2020)

Comparison of Integer Linear Programming and Dynamic Programming Approaches for ATM Cash Replenishment Optimization Problem. - Fazilet Özer; Ismail Hakki Toroslu; Pinar Karagoz (Int. J. Appl. Metaheuristic Comput., 2020)

Wikipedia enriched advertisement recommendation for microblogs by using sentiment enhanced user profiles. - Atakan Simsek; Pinar Karagoz (J. Intell. Inf. Syst., 2020)

Explainability in Irony Detection. - Ege Berk Buyukbas; Adnan Harun Dogan; Asli Umay Öztürk; Pinar Karagoz (DaWaK, 2021)

Trust Modeling in Recommendation: Explicit and Implicit Trust Model Compatibility and Explicit Trust Prediction. - Mehmet Utku Demirci; Pinar Karagoz (MEDES, 2021)

Investigating the preprocessing methods in ECG analysis. - Göktuü Ekinci; Ege Kardes; Hazal Güvenkaya; Pinar Karagöz (SIU, 2021)

SgWalk: Location Recommendation by User Subgraph-Based Graph Embedding. - Deniz Canturk; Pinar Karagoz (IEEE Access, 2021)

Learning to rank by using multivariate adaptive regression splines and conic multivariate adaptive regression splines. - Gulsah Altinok; Pinar Karagoz; Inci Batmaz (Comput. Intell., 2021)

Personality Analysis Using Classification on Turkish Tweets. - Gokalp Mavis; Ismail Hakki Toroslu; Pinar Karagoz (Int. J. Cogn. Informatics Nat. Intell., 2021)

IronyTR: Irony Detection in Turkish Informal Texts. - Asli Umay Öztürk; Yesim Cemek; Pinar Karagoz (Int. J. Intell. Inf. Technol., 2021)

Trajectory pattern extraction and anomaly detection for maritime vessels. - Gözde Boztepe Karatas; Pinar Karagoz; Orhan Ayran (Internet Things, 2021)

Text-Based Causal Inference on Irony and Sarcasm Detection. - Recep Firat Cekinel; Pinar Karagoz (DaWaK, 2022)

Group oriented trust-aware location recommendation for location-based social networks. - Huseyin Alper Teoman; Pinar Karagoz (SAC, 2022)

Event Detection via Tracking the Change in Community Structure and Communication Trends. - Riza Aktunc; Pinar Karagoz; Ismail Hakki Toroslu (IEEE Access, 2022)

Predicting the Trending Research Topics by Deep Neural Network Based Content Analysis. - Murat Yukselen; Alev Mutlu; Pinar Karagoz (IEEE Access, 2022)

Extracting process hierarchies by multi-sequence alignment adaptations. - Eren Esgin; Pinar Karagoz (Enterp. Inf. Syst., 2022)

Twitter account classification using account metadata: organizationvs. individual. - Yusuf Mücahit Çetinkaya; Mesut Gürlek; Ismail Hakki Toroslu; Pinar Karagöz (Turkish J. Electr. Eng. Comput. Sci., 2022)

Event prediction from news text using subgraph embedding and graph sequence mining. - Recep Firat Cekinel; Pinar Karagoz (World Wide Web, 2022)

Explicit and Implicit Trust Modeling for Recommendation. - Mehmet Utku Demirci; Pinar Karagoz (Digit., 2022)

IndexAI: AI Based Index Selection for NoSQL Databases. - Mohammad Mahdi Khosravi; Pinar Karagoz; Ismail Hakki Toroslu (IEEE Big Data, 2023)

Autonomous Visual Moderation System (AutoMod). - Hüseyin Bahtiyar; Bahadir Irfan Katipoglu; Eda Yüksel; Ismail Hakki Toroslu; Pinar Karagöz (SIU, 2023)

Fusion Enhanced Click-Through-Rate Prediction. - Murat Bayraktar; Fatma Ceyda Gökce; Dogukan Aksu; Ismail Sengor Altingovde; Pinar Karagoz; Ismail Hakki Toroslu (SIU, 2023)

Anomaly Detection in In-Vehicle Networks with Graph Neural Networks. - Övgü Özdemir; Pinar Karagöz; Klaus Werner Schmidt (SIU, 2023)

Event Detection on Twitter. - Ozlem Ceren Sahin; Nesime Tatbul; Pinar Karagoz (CoRR, 2023)

Trust-aware location recommendation in location-based social networks: A graph-based approach. - Deniz Canturk; Pinar Karagoz; Sang-Wook Kim; Ismail Hakki Toroslu (Expert Syst. Appl., 2023)

Effect of Context on Smartphone Users' Typing Performance in the Wild. - Mehmet Elgin Akpinar; Yeliz Yesilada; Pinar Karagöz (ACM Trans. Comput. Hum. Interact., 2023)

Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach. - Recep Firat Cekinel; Pinar Karagoz (IEEE Big Data, 2024)

Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish. - Recep Firat Cekinel; Çagri Çöltekin; Pinar Karagoz (LREC/COLING, 2024)

A Survey of Anomaly Detection in In-Vehicle Networks. - Övgü Özdemir; M. Tugberk Isyapar; Pinar Karagöz; Klaus Werner Schmidt; Demet Demir; N. Alpay Karagöz (CoRR, 2024)

Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies. - Recep Firat Cekinel; Pinar Karagoz; Çagri Çöltekin (COLING, 2025)

Make Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs. - Asli Umay Öztürk; Recep Firat Cekinel; Pinar Karagoz (COLING Workshops, 2025)

Fair for a few: Improving Fairness in Doubly Imbalanced Datasets. - Yalçin Ata; Asli Umay Öztürk; Yigit Sever; Viktoria Pauw; Stephan Hachinger; Ismail Hakki Toroslu; Pinar Karagoz (CoRR, 2025)