Pinar Senkul

According to our database1, Pinar Senkul authored at least 107 papers between 1998 and 2018.

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

Timeline

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Bibliography

2018
Neural information retrieval: at the end of the early years.
Inf. Retr. Journal, 2018

Movie Genre Classification from Plot Summaries Using Bidirectional LSTM.
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

Short-Term Electricity Consumption Forecast Using Datasets of Various Granularities.
Proceedings of the Data Analytics for Renewable Energy Integration. Technologies, Systems and Society, 2018

Event Detection by Change Tracking on Community Structure of Temporal Networks.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Incremental clustering with vector expansion for online event detection in microblogs.
Social Netw. Analys. Mining, 2017

Data Mining Approach for Direct Marketing of Banking Products with Profit/Cost Analysis.
The Review of Socionetwork Strategies, 2017

A survey on location estimation techniques for events detected in Twitter.
Knowl. Inf. Syst., 2017

Exploring what makes it a POI.
Proceedings of the 2017 IEEE SmartWorld, 2017

Irony detection on microposts with limited set of features.
Proceedings of the Symposium on Applied Computing, 2017

Probabilistic Wind Power Forecasting by Using Quantile Regression Analysis.
Proceedings of the Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy, 2017

Analyzing Implicit Aspects and Aspect Dependent Sentiment Polarity for Aspect-based Sentiment Analysis on Informal Turkish Texts.
Proceedings of the 9th International Conference on Management of Digital EcoSystems, 2017

Word Embedding Based Event Detection on Social Media.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

A comparative study on learning to rank with computational methods.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

2016
Context-aware location recommendation by using a random walk-based approach.
Knowl. Inf. Syst., 2016

WaPUPS: Web access pattern extraction under user-defined pattern scoring.
J. Information Science, 2016

Improving the prediction of page access by using semantically enhanced clustering.
J. Intell. Inf. Syst., 2016

Policy-based memoization for ILP-based concept discovery systems.
J. Intell. Inf. Syst., 2016

Evidential estimation of event locations in microblogs using the Dempster-Shafer theory.
Inf. Process. Manage., 2016

Predicting the Location and Time of Mobile Phone Users by Using Sequential Pattern Mining Techniques.
Comput. J., 2016

Context-Aware Friend Recommendation for Location Based Social Networks using Random Walk.
Proceedings of the 25th International Conference on World Wide Web, 2016

Personalized time-aware outdoor activity recommendation system.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Cosine Similarity-Based Pruning for Concept Discovery.
Proceedings of the Computer and Information Sciences - 31st International Symposium, 2016

Data Mining Based Product Marketing Technique for Banking Products.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

CRoM and HuspExt: Improving efficiency of high utility sequential pattern extraction.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Detecting User Emotions in Twitter through Collective Classification.
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

A Web Search Enhanced Feature Extraction Method for Aspect-Based Sentiment Analysis for Turkish Informal Texts.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

2015
A Novel Wind Power Forecast Model: Statistical Hybrid Wind Power Forecast Technique (SHWIP).
IEEE Trans. Industrial Informatics, 2015

Extended feature combination model for recommendations in location-based mobile services.
Knowl. Inf. Syst., 2015

Generating Performance Improvement Suggestions by using Cross-Organizational Process Mining.
Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 2015

Performance Analysis of Data Mining Techniques for Improving the Accuracy of Wind Power Forecast Combination.
Proceedings of the Data Analytics for Renewable Energy Integration, 2015

Named Entity Recognition from Scratch on Social Media.
Proceedings of the 6th International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015) co-located with the 26th European Conference on Machine Learning / 19th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), 2015

User Interest Modeling in Twitter with Named Entity Recognition.
Proceedings of the the 5th Workshop on Making Sense of Microposts co-located with the 24th International World Wide Web Conference (WWW 2015), 2015

A path-finding based method for concept discovery in graphs.
Proceedings of the 6th International Conference on Information, 2015

Dynamic Scoring-Based Sequence Alignment for Process Diagnostics.
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

Improved Wind Power Forecasting Using Combination Methods.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Toponym Recognition in Social Media for Estimating the Location of Events.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Random walk based context-aware activity recommendation for location based social networks.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

A Graph-Based Concept Discovery Method for n-Ary Relations.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

Utilizing Word Embeddings for Result Diversification in Tweet Search.
Proceedings of the Information Retrieval Technology, 2015

2014
Improving Hit Ratio of ILP-based Concept Discovery System with Memoization.
Comput. J., 2014

Improving Efficiency of Sequence Mining by Combining First Occurrence Forest (FOF) Strategy and Sibling Principle.
Proceedings of the 4th International Conference on Web Intelligence, 2014

Extracting Multi-item Sequential Patterns by Wap-tree Based Approach.
Proceedings of the WEBIST 2014, 2014

Testing Discovered Web Services Automatically.
Proceedings of the WEBIST 2014, 2014

Toponym recognition on Turkish tweets.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds.
Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

Utilizing Coverage Lists as a Pruning Mechanism for Concept Discovery.
Proceedings of the Information Sciences and Systems 2014, 2014

LabelFlow: Exploiting Workflow Provenance to Surface Scientific Data Provenance.
Proceedings of the Provenance and Annotation of Data and Processes, 2014

Improved Genetic Algorithm Based Approach for QoS Aware Web Service Composition.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

A Hybrid Approach for Credibility Detection in Twitter.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

Predicting the next location change and time of change for mobile phone users.
Proceedings of the Third ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2014

Sentiment Enhanced Hybrid TF-IDF for Microblogs.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

2013
Confidence-Aware Sequence Alignment for Process Diagnostics.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013

Emotion Analysis on Turkish Texts.
Proceedings of the Information Sciences and Systems 2013, 2013

Assisting Web Site Navigation through Web Usage Patterns.
Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

A Counting-Based Heuristic for ILP-Based Concept Discovery Systems.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Sequence Alignment Adaptation for Process Diagnostics and Delta Analysis.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Extracting Sequential Patterns Based on User Defined Criteria.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Predicting the change of location of mobile phone users.
Proceedings of the Second ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2013

Evidential location estimation for events detected in Twitter.
Proceedings of the 7th Workshop on Geographic Information Retrieval, 2013

Enhancing and abstracting scientific workflow provenance for data publishing.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

A Data Mining-Based Wind Power Forecasting Method: Results for Wind Power Plants in Turkey.
Proceedings of the Data Warehousing and Knowledge Discovery, 2013

A Hybrid Graph-Based Method for Concept Rule Discovery.
Proceedings of the Data Warehousing and Knowledge Discovery, 2013

Small Is Beautiful: Summarizing Scientific Workflows Using Semantic Annotations.
Proceedings of the IEEE International Congress on Big Data, 2013

2012
Improving the scalability of ILP-based multi-relational concept discovery system through parallelization.
Knowl.-Based Syst., 2012

Improving pattern quality in web usage mining by using semantic information.
Knowl. Inf. Syst., 2012

A Framework for Sentiment Analysis in Turkish: Application to Polarity Detection of Movie Reviews in Turkish.
Proceedings of the Computer and Information Sciences III, 2012

Improving Hash Table Hit Ratio of an ILP-Based Concept Discovery System with Memoization Capabilities.
Proceedings of the Computer and Information Sciences III, 2012

Clustering Frequent Navigation Patterns from Website Logs by Using Ontology and Temporal Information.
Proceedings of the Computer and Information Sciences III, 2012

Integrating Semantic Tagging with Popularity-Based Page Rank for Next Page Prediction.
Proceedings of the Computer and Information Sciences III, 2012

New Techniques for Adapting Web Site Topology and Ontology to User Behavior.
Proceedings of the Computer and Information Sciences III, 2012

Ontology-based routing of web services in distributed service discovery system containing domain specific nodes.
Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

Automatic QoS evaluation method for web services.
Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

Confidence-Based Incremental Classification for Objects with Limited Attributes in Vertical Search.
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

Geo-activity recommendations by using improved feature combination.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Sentiment-focused web crawling.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Semantic Expansion of Tweet Contents for Enhanced Event Detection in Twitter.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Using semantic information for distributed web service discovery.
IJWS, 2011

A comparative study on ILP-based concept discovery systems.
Expert Syst. Appl., 2011

Semantic Annotation of Web Services with Lexicon-Based Alignment.
Proceedings of the World Congress on Services, 2011

Spatio-Temporal Pattern and Trend Extraction on Turkish Meteorological Data.
Proceedings of the Computer and Information Sciences II, 2011

MPI-based Parallelization for ILP-based Multi-relational Concept Discovery.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Geo-social recommendations based on incremental tensor reduction and local path traversal.
Proceedings of the 2011 International Workshop on Location Based Social Networks, 2011

2010
Concept discovery on relational databases: New techniques for search space pruning and rule quality improvement.
Knowl.-Based Syst., 2010

Improving the Time Efficiency of ILP-based Multi-Relational Concept Discovery with Dynamic Programming Approach.
Proceedings of the Computer and Information Sciences, 2010

Service Acquisition and Validation in a Distributed Service Discovery System Consisting of Domain-specific Sub-systems.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 4, SAIC, Funchal, Madeira, Portugal, June 8, 2010

Using Ontology and Sequence Information for Extracting Behavior Patterns from Web Navigation Logs.
Proceedings of the ICDMW 2010, 2010

A Hybrid Approach for Process Mining: Using From-to Chart Arranged by Genetic Algorithms.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009
ILP-based concept discovery in multi-relational data mining.
Expert Syst. Appl., 2009

Composing semantic Web services under constraints.
Expert Syst. Appl., 2009

Using semantic information for web usage mining based recommendation.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Multi-relational concept discovery with aggregation.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

A Hybrid Approach to Process Mining: Finding Immediate Successors of a Process by Using From-To Chart.
Proceedings of the International Conference on Machine Learning and Applications, 2009

Analyzing Transitive Rules on a Hybrid Concept Discovery System.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Confidence-Based Concept Discovery in Relational Databases.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008
Aggregation in Confidence-Based Concept Discovery for Multi-Relational Data Mining.
Proceedings of the IADIS European Conference on Data Mining 2008, 2008

2007
Frequent Itemset Minning with Trie Data Structure and Parallel Execution with PVM.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 14th European PVM/MPI User's Group Meeting, Paris, France, September 30, 2007

A New ILP-based Concept Discovery Method for Business Intelligence.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

2006
CompositeWeb Service Construction by Using a Logical Formalism.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

A Workflow-Based Web Service Composition System.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005
Data management research at the Middle East Technical University.
SIGMOD Record, 2005

An architecture for workflow scheduling under resource allocation constraints.
Inf. Syst., 2005

Modeling Composite Web Services by Using a Logic-based Language.
Proceedings of the SWAP 2005, 2005

2003
Logic Based Approaches to Workflow Modeling and Verification.
Proceedings of the Logics for Emerging Applications of Databases [outcome of a Dagstuhl seminar], 2003

2002
A Logical Framework for Scheduling Workflows under Resource Allocation Constraints.
Proceedings of the VLDB 2002, 2002

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

1998
Task Handling in Workflow Management Systems.
Proceedings of the Third International Conference on Integrated Design and Process Technology, IDPT, 1998


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