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Pinar Karagöz
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Publications
- 2023
- [j41]Deniz Canturk, Pinar Karagoz, Sang-Wook Kim, Ismail Hakki Toroslu:
Trust-aware location recommendation in location-based social networks: A graph-based approach. Expert Syst. Appl. 213(Part): 119048 (2023) - [c112]Mohammad Mahdi Khosravi, Pinar Karagoz, Ismail Hakki Toroslu:
IndexAI: AI Based Index Selection for NoSQL Databases. IEEE Big Data 2023: 5818-5825 - [c111]Hüseyin Bahtiyar, Bahadir Irfan Katipoglu, Eda Yüksel, Ismail Hakki Toroslu, Pinar Karagöz:
Autonomous Visual Moderation System (AutoMod). SIU 2023: 1-4 - [c110]Murat Bayraktar, Fatma Ceyda Gökce, Dogukan Aksu, Ismail Sengor Altingovde, Pinar Karagoz, Ismail Hakki Toroslu:
Fusion Enhanced Click-Through-Rate Prediction. SIU 2023: 1-4 - [i3]Ozlem Ceren Sahin, Nesime Tatbul, Pinar Karagoz:
Event Detection on Twitter. CoRR abs/2311.07586 (2023) - 2022
- [j39]Murat Yukselen, Alev Mutlu, Pinar Karagoz:
Predicting the Trending Research Topics by Deep Neural Network Based Content Analysis. IEEE Access 10: 90887-90902 (2022) - [j38]Riza Aktunc, Pinar Karagoz, Ismail Hakki Toroslu:
Event Detection via Tracking the Change in Community Structure and Communication Trends. IEEE Access 10: 109712-109728 (2022) - [j35]Yusuf Mücahit Çetinkaya, Mesut Gürlek, Ismail Hakki Toroslu, Pinar Karagöz:
Twitter account classification using account metadata: organizationvs. individual. Turkish J. Electr. Eng. Comput. Sci. 30(4): 1404-1418 (2022) - 2021
- [j33]Deniz Canturk, Pinar Karagoz:
SgWalk: Location Recommendation by User Subgraph-Based Graph Embedding. IEEE Access 9: 134858-134873 (2021) - [j32]Gulsah Altinok, Pinar Karagoz, Inci Batmaz:
Learning to rank by using multivariate adaptive regression splines and conic multivariate adaptive regression splines. Comput. Intell. 37(1): 371-408 (2021) - [j31]Gokalp Mavis, Ismail Hakki Toroslu, Pinar Karagoz:
Personality Analysis Using Classification on Turkish Tweets. Int. J. Cogn. Informatics Nat. Intell. 15(4): 1-18 (2021) - 2020
- [j28]Fazilet Özer, Ismail Hakki Toroslu, Pinar Karagoz:
Comparison of Integer Linear Programming and Dynamic Programming Approaches for ATM Cash Replenishment Optimization Problem. Int. J. Appl. Metaheuristic Comput. 11(3): 120-132 (2020) - 2019
- [j26]Mehmet Baris Özkan, Pinar Karagoz:
Data Mining-Based Upscaling Approach for Regional Wind Power Forecasting: Regional Statistical Hybrid Wind Power Forecast Technique (RegionalSHWIP). IEEE Access 7: 171790-171800 (2019) - [j25]Pinar Karagoz, Batuhan Kama, Murat Ozturk, Ismail Hakki Toroslu, Deniz Canturk:
A framework for aspect based sentiment analysis on turkish informal texts. J. Intell. Inf. Syst. 53(3): 431-451 (2019) - [c99]Esen Tutaysalgir, Pinar Karagoz, Ismail H. Toroslu:
Clustering based personality prediction on turkish tweets. ASONAM 2019: 825-828 - [c98]Orhun Bugra Baran, Saim Sunel, Pinar Karagoz, Ismail Hakki Toroslu:
ATM Withdrawal Amount Forecasting Through Neural Architectures. IEEE BigData 2019: 2134-2143 - [c95]Mert Erdemir, Furkan Göz, Alev Mutlu, Pinar Karagoz:
Comparison of Querying Performance of Neo4j on Graph and Hyper-graph Data Model. KDIR 2019: 397-404 - [c93]Ozlem Ceren Sahin, Pinar Karagoz, Nesime Tatbul:
Streaming Event Detection in Microblogs: Balancing Accuracy and Performance. ICWE 2019: 123-138 - [c90]Murat Yukselen, Alev Mutlu, Pinar Karagoz:
Infuencee Oriented Topic Prediction: Investigating the Effect of Influence on the Author. WIMS 2019: 14:1-14:9 - 2018
- [j24]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, Vivek Khetan, Tyler McDonnell, An Thanh Nguyen, Dan Xu, Byron C. Wallace, Maarten de Rijke, Matthew Lease:
Neural information retrieval: at the end of the early years. Inf. Retr. J. 21(2-3): 111-182 (2018) - [c89]Riza Aktunc, Ismail Hakki Toroslu, Pinar Karagoz:
Event Detection by Change Tracking on Community Structure of Temporal Networks. ASONAM 2018: 928-931 - [c88]Fazilet Özer, Ismail Hakki Toroslu, Pinar Karagoz, Ferhat Yucel:
Dynamic Programming Solution to ATM Cash Replenishment Optimization Problem. ICO 2018: 428-437 - [c85]Yusuf Arslan, Aybike Simsek Dilbaz, Seyda Ertekin, Pinar Karagoz, Aysenur Birturk, Sinan Eren, Dilek Küçük:
Short-Term Electricity Consumption Forecast Using Datasets of Various Granularities. DARE@PKDD/ECML 2018: 116-126 - [c84]Ali Mert Ertugrul, Pinar Karagoz:
Movie Genre Classification from Plot Summaries Using Bidirectional LSTM. ICSC 2018: 248-251 - 2017
- [j23]Ozer Ozdikis, Halit Oguztüzün, Pinar Karagoz:
A survey on location estimation techniques for events detected in Twitter. Knowl. Inf. Syst. 52(2): 291-339 (2017) - [j22]Merve Mitik, Ozan Korkmaz, Pinar Karagoz, Ismail Hakki Toroslu, Ferhat Yucel:
Data Mining Approach for Direct Marketing of Banking Products with Profit/Cost Analysis. Rev. Socionetwork Strateg. 11(1): 17-31 (2017) - [j21]Ozer Ozdikis, Pinar Karagoz, Halit Oguztüzün:
Incremental clustering with vector expansion for online event detection in microblogs. Soc. Netw. Anal. Min. 7(1): 56:1-56:17 (2017) - [c83]Inci Batmaz, Pinar Karagoz, Gulsah Serdar:
A comparative study on learning to rank with computational methods. IEEE BigData 2017: 1898-1906 - [c82]Ali Mert Ertugrul, Burak Velioglu, Pinar Karagoz:
Word Embedding Based Event Detection on Social Media. HAIS 2017: 3-14 - [c81]Batuhan Kama, Murat Ozturk, Pinar Karagoz, Ismail Hakki Toroslu, Murat Kalender:
Analyzing Implicit Aspects and Aspect Dependent Sentiment Polarity for Aspect-based Sentiment Analysis on Informal Turkish Texts. MEDES 2017: 134-141 - [c80]Mehmet Baris Özkan, Umut Guvengir, Dilek Küçük, Ali Unver Secen, Serkan Buhan, Turan Demirci, Abdullah Bestil, Ceyda Er Koksoy, Pinar Karagoz:
Probabilistic Wind Power Forecasting by Using Quantile Regression Analysis. DARE@PKDD/ECML 2017: 72-82 - [c78]Talha Yilmaz, Pinar Karagoz, Yusuf Kavurucu:
Exploring what makes it a POI. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - 2016
- [j20]Mert Ozer, Ilkcan Keles, Ismail Hakki Toroslu, Pinar Karagoz, Hasan Davulcu:
Predicting the Location and Time of Mobile Phone Users by Using Sequential Pattern Mining Techniques. Comput. J. 59(6): 908-922 (2016) - [j19]Ozer Ozdikis, Halit Oguztüzün, Pinar Karagoz:
Evidential estimation of event locations in microblogs using the Dempster-Shafer theory. Inf. Process. Manag. 52(6): 1227-1246 (2016) - [j18]Alev Mutlu, Pinar Karagoz:
Policy-based memoization for ILP-based concept discovery systems. J. Intell. Inf. Syst. 46(1): 99-120 (2016) - [j17]Erman Sen, Ismail Hakki Toroslu, Pinar Karagoz:
Improving the prediction of page access by using semantically enhanced clustering. J. Intell. Inf. Syst. 47(1): 165-192 (2016) - [j15]Hakan Bagci, Pinar Karagoz:
Context-aware location recommendation by using a random walk-based approach. Knowl. Inf. Syst. 47(2): 241-260 (2016) - [c77]Batuhan Kama, Murat Ozturk, Pinar Karagoz, Ismail Hakki Toroslu, Ozcan Ozay:
A Web Search Enhanced Feature Extraction Method for Aspect-Based Sentiment Analysis for Turkish Informal Texts. DaWaK 2016: 225-238 - [c74]Merve Mitik, Ozan Korkmaz, Pinar Karagoz, Ismail Hakki Toroslu, Ferhat Yucel:
Data Mining Based Product Marketing Technique for Banking Products. ICDM Workshops 2016: 552-559 - [c73]Abdullah Dogan, Alev Mutlu, Pinar Karagoz:
Cosine Similarity-Based Pruning for Concept Discovery. ISCIS 2016: 90-96 - [c72]Shakiba Rahimiaghdam, Pinar Karagoz, Alev Mutlu:
Personalized time-aware outdoor activity recommendation system. SAC 2016: 1121-1126 - [c71]Hakan Bagci, Pinar Karagoz:
Context-Aware Friend Recommendation for Location Based Social Networks using Random Walk. WWW (Companion Volume) 2016: 531-536 - [i1]Kezban Dilek Onal, Ismail Sengor Altingovde, Pinar Karagoz, Maarten de Rijke:
Getting Started with Neural Models for Semantic Matching in Web Search. CoRR abs/1611.03305 (2016) - 2015
- [j14]Masoud Sattari, Ismail Hakki Toroslu, Pinar Karagoz, Panagiotis Symeonidis, Yannis Manolopoulos:
Extended feature combination model for recommendations in location-based mobile services. Knowl. Inf. Syst. 44(3): 629-661 (2015) - [j13]Mehmet Baris Özkan, Pinar Karagoz:
A Novel Wind Power Forecast Model: Statistical Hybrid Wind Power Forecast Technique (SHWIP). IEEE Trans. Ind. Informatics 11(2): 375-387 (2015) - [c70]Kezban Dilek Onal, Ismail Sengor Altingovde, Pinar Karagoz:
Utilizing Word Embeddings for Result Diversification in Tweet Search. AIRS 2015: 366-378 - [c69]Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz:
A Graph-Based Concept Discovery Method for n-Ary Relations. DaWaK 2015: 391-402 - [c68]Hakan Bagci, Pinar Karagoz:
Random walk based context-aware activity recommendation for location based social networks. DSAA 2015: 1-9 - [c66]Ceyda Er Koksoy, Mehmet Baris Özkan, Serkan Buhan, Turan Demirci, Yusuf Arslan, Aysenur Birturk, Pinar Karagoz:
Improved Wind Power Forecasting Using Combination Methods. ICMLA 2015: 1142-1147 - [c64]Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz:
A path-finding based method for concept discovery in graphs. IISA 2015: 1-6 - [c61]Ceyda Er Koksoy, Mehmet Baris Özkan, Dilek Küçük, Abdullah Bestil, Sena Sonmez, Serkan Buhan, Turan Demirci, Pinar Karagoz, Aysenur Birturk:
Performance Analysis of Data Mining Techniques for Improving the Accuracy of Wind Power Forecast Combination. DARE 2015: 44-55 - 2014
- [j11]Alev Mutlu, Pinar Senkul:
Improving Hit Ratio of ILP-based Concept Discovery System with Memoization. Comput. J. 57(1): 138-153 (2014) - [j10]A. Gural Vural, Berkant Barla Cambazoglu, Pinar Karagoz:
Sentiment-Focused Web Crawling. ACM Trans. Web 8(4): 22:1-22:21 (2014) - [c58]Mert Ozer, Ilkcan Keles, Ismail Hakki Toroslu, Pinar Karagoz, Salih Ergüt:
Predicting the next location change and time of change for mobile phone users. MobiGIS 2014: 51-59 - [c54]Alev Mutlu, Abdullah Dogan, Pinar Karagoz:
Utilizing Coverage Lists as a Pruning Mechanism for Concept Discovery. ISCIS 2014: 269-276 - [c53]Ilkcan Keles, Mert Ozer, Ismail Hakki Toroslu, Pinar Karagoz:
Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds. NFMCP 2014: 179-193 - [c52]Kezban Dilek Onal, Pinar Karagoz, Ruket Çakici:
Toponym recognition on Turkish tweets. SIU 2014: 1758-1761 - [c50]Kezban Dilek Onal, Pinar Karagoz:
Extracting Multi-item Sequential Patterns by Wap-tree Based Approach. WEBIST (2) 2014: 215-222 - [c49]Kezban Dilek Onal, Pinar Karagoz:
Improving Efficiency of Sequence Mining by Combining First Occurrence Forest (FOF) Strategy and Sibling Principle. WIMS 2014: 24:1-24:9 - 2013
- [c47]Mehmet Baris Özkan, Dilek Küçük, Erman Terciyanli, Serkan Buhan, Turan Demirci, Pinar Karagoz:
A Data Mining-Based Wind Power Forecasting Method: Results for Wind Power Plants in Turkey. DaWaK 2013: 268-276 - [c46]Alev Mutlu, Pinar Karagoz:
A Hybrid Graph-Based Method for Concept Rule Discovery. DaWaK 2013: 327-338 - [c44]Ozer Ozdikis, Halit Oguztüzün, Pinar Karagoz:
Evidential location estimation for events detected in Twitter. GIR 2013: 9-16 - [c43]Mert Ozer, Ilkcan Keles, Ismail Hakki Toroslu, Pinar Karagoz:
Predicting the change of location of mobile phone users. MobiGIS 2013: 43-50 - [c42]Alev Mutlu, Pinar Karagoz, Yusuf Kavurucu:
A Counting-Based Heuristic for ILP-Based Concept Discovery Systems. HAIS 2013: 171-180 - 2012
- [j9]Pinar Senkul, Suleyman Salin:
Improving pattern quality in web usage mining by using semantic information. Knowl. Inf. Syst. 30(3): 527-541 (2012) - [j8]Alev Mutlu, Pinar Senkul, Yusuf Kavurucu:
Improving the scalability of ILP-based multi-relational concept discovery system through parallelization. Knowl. Based Syst. 27: 352-368 (2012) - [c36]Ozer Ozdikis, Pinar Senkul, Halit Oguztüzün:
Semantic Expansion of Tweet Contents for Enhanced Event Detection in Twitter. ASONAM 2012: 20-24 - [c35]A. Gural Vural, Berkant Barla Cambazoglu, Pinar Senkul:
Sentiment-focused web crawling. CIKM 2012: 2020-2024 - [c34]Masoud Sattari, Murat Manguoglu, Ismail H. Toroslu, Panagiotis Symeonidis, Pinar Senkul, Yannis Manolopoulos:
Geo-activity recommendations by using improved feature combination. UbiComp 2012: 996-1003 - [c33]Ozer Ozdikis, Pinar Senkul, Siyamed S. Sinir:
Confidence-Based Incremental Classification for Objects with Limited Attributes in Vertical Search. IEA/AIE 2012: 10-19 - [c32]Deniz Canturk, Pinar Senkul:
Ontology-based routing of web services in distributed service discovery system containing domain specific nodes. ISCC 2012: 283-288 - [c31]Emra Askaroglu, Pinar Senkul:
Automatic QoS evaluation method for web services. ISCC 2012: 367-369 - [c30]Alev Mutlu, Pinar Senkul:
Improving Hash Table Hit Ratio of an ILP-Based Concept Discovery System with Memoization Capabilities. ISCIS 2012: 261-269 - [c29]Sefa Kilic, Pinar Senkul, Ismail Hakki Toroslu:
Clustering Frequent Navigation Patterns from Website Logs by Using Ontology and Temporal Information. ISCIS 2012: 363-370 - [c26]A. Gural Vural, Berkant Barla Cambazoglu, Pinar Senkul, Z. Ozge Tokgoz:
A Framework for Sentiment Analysis in Turkish: Application to Polarity Detection of Movie Reviews in Turkish. ISCIS 2012: 437-445 - 2011
- [j7]Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu:
A comparative study on ILP-based concept discovery systems. Expert Syst. Appl. 38(9): 11598-11607 (2011) - [j6]Deniz Canturk, Pinar Senkul:
Using semantic information for distributed web service discovery. Int. J. Web Sci. 1(1/2): 21-35 (2011) - [c25]Panagiotis Symeonidis, Alexis Papadimitriou, Yannis Manolopoulos, Pinar Senkul, Ismail Hakki Toroslu:
Geo-social recommendations based on incremental tensor reduction and local path traversal. GIS-LBSN 2011: 89-96 - [c23]Alev Mutlu, Pinar Senkul, Yusuf Kavurucu:
MPI-based Parallelization for ILP-based Multi-relational Concept Discovery. ICMLA (1) 2011: 59-62 - [c21]Isil Goler, Pinar Senkul, Adnan Yazici:
Spatio-Temporal Pattern and Trend Extraction on Turkish Meteorological Data. ISCIS 2011: 505-510 - [c20]Deniz Canturk, Pinar Senkul:
Semantic Annotation of Web Services with Lexicon-Based Alignment. SERVICES 2011: 355-362 - 2010
- [j5]Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu:
Concept discovery on relational databases: New techniques for search space pruning and rule quality improvement. Knowl. Based Syst. 23(8): 743-756 (2010) - [c18]Hakan Yilmaz, Pinar Senkul:
Using Ontology and Sequence Information for Extracting Behavior Patterns from Web Navigation Logs. ICDM Workshops 2010: 549-556 - [c17]Deniz Canturk, Pinar Senkul:
Service Acquisition and Validation in a Distributed Service Discovery System Consisting of Domain-specific Sub-systems. ICEIS (4) 2010: 93-99 - [c16]Alev Mutlu, Mehmet Ali Berk, Pinar Senkul:
Improving the Time Efficiency of ILP-based Multi-Relational Concept Discovery with Dynamic Programming Approach. ISCIS 2010: 373-376 - 2009
- [j4]Erman Karakoc, Pinar Senkul:
Composing semantic Web services under constraints. Expert Syst. Appl. 36(8): 11021-11029 (2009) - [j3]Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu:
ILP-based concept discovery in multi-relational data mining. Expert Syst. Appl. 36(9): 11418-11428 (2009) - [c15]Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu:
Confidence-Based Concept Discovery in Relational Databases. CSIE (4) 2009: 282-286 - [c14]Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu:
Analyzing Transitive Rules on a Hybrid Concept Discovery System. HAIS 2009: 227-234 - [c12]Suleyman Salin, Pinar Senkul:
Using semantic information for web usage mining based recommendation. ISCIS 2009: 236-241 - [c11]Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu:
Multi-relational concept discovery with aggregation. ISCIS 2009: 248-253 - 2008
- [c10]Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu:
Aggregation in Confidence-Based Concept Discovery for Multi-Relational Data Mining. IADIS European Conf. Data Mining 2008: 43-52 - 2007
- [c9]Seda Daglar Toprak, Pinar Senkul, Yusuf Kavurucu, Ismail Hakki Toroslu:
A New ILP-based Concept Discovery Method for Business Intelligence. ICDE Workshops 2007: 962-969 - 2006
- [c7]Erman Karakoc, Karani Kardas, Pinar Senkul:
A Workflow-Based Web Service Composition System. IAT Workshops 2006: 113-116 - 2005
- [j2]Pinar Senkul, Ismail Hakki Toroslu:
An architecture for workflow scheduling under resource allocation constraints. Inf. Syst. 30(5): 399-422 (2005) - [j1]Nihan Kesim Cicekli, Ahmet Cosar, Asuman Dogac, Faruk Polat, Pinar Senkul, Ismail Hakki Toroslu, Adnan Yazici:
Data management research at the Middle East Technical University. SIGMOD Rec. 34(3): 81-84 (2005) - 2003
- [c4]Saikat Mukherjee, Hasan Davulcu, Michael Kifer, Pinar Senkul, Guizhen Yang:
Logic Based Approaches to Workflow Modeling and Verification. Logics for Emerging Applications of Databases 2003: 167-202 - 2002
- [c3]Pinar Senkul, Michael Kifer, Ismail Hakki Toroslu:
A Logical Framework for Scheduling Workflows under Resource Allocation Constraints. VLDB 2002: 694-705 - 1998
- [c1]Pinar Karagoz, Sena Nural Arpinar, Pinar Koksal, Nesime Tatbul, Esin Gokkoca, Asuman Dogac:
Task Handling in Workflow Management Systems. IADT 1998: 71-78
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