Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Diğer Dergilerde Yayınlanan Makaleler

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish

Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024, Hybrid, Torino, İtalya, 20 - 25 Mayıs 2024, ss.4127-4142 identifier

IndexAI: AI Based Index Selection for NoSQL Databases

IEEE International Comnference on Big Data (IEEE Big Data 2023), SORRENTO, İtalya, 15 - 18 Aralık 2023 identifier

Devising a Uniform Description of Underground Built Heritage Sites

4th International Symposium of Machine Learning and Big Data in Geoscience, Cork, İrlanda, 29 Ağustos - 01 Eylül 2023

Autonomous Visual Moderation System (AutoMod) Otonom Görsel Moderasyon Sistemi (AutoMod)

31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Türkiye, 5 - 08 Temmuz 2023 identifier identifier

Anomaly Detection in In-Vehicle Networks with Graph Neural Networks Çizge Sinir Aǧlari ile Araç Içi Aǧlarda Anomali Tespiti

31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Türkiye, 5 - 08 Temmuz 2023 identifier identifier

Fusion Enhanced Click-Through-Rate Prediction Füzyon Güçlendirmeli Tiklama Orani Tahmini

31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Türkiye, 5 - 08 Temmuz 2023 identifier identifier

Group oriented trust-aware location recommendation for location-based social networks

37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022, Virtual, Online, 25 - 29 Nisan 2022, ss.1779-1788 identifier identifier

Group Oriented Trust-Aware Location Recommendation for Location-Based Social Networks

37th ACM/SIGAPP Symposium on Applied Computing, Bari, İtalya, 25 - 28 Nisan 2022 identifier identifier

Text-Based Causal Inference on Irony and Sarcasm Detection

24th International Conference on Big Data Analytics and Knowledge Discovery, DaWaK 2022, Vienna, Avusturya, 22 - 24 Ağustos 2022, cilt.13428 LNCS, ss.31-45 identifier identifier

Trust Modeling in Recommendation

MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystem, Tunus, 1 - 03 Kasım 2021, ss.8-14 identifier

Explainability in Irony Detection

International Conference on Big Data Analytics and Knowledge Discovery (DAWAK 2021), 27 Eylül 2021, ss.152-157 identifier identifier

Investigating the preprocessing methods in ECG analysis

29th Signal Processing and Communications Applications Conference (SIU), 09 Haziran 2021 identifier identifier

Towards a Crypto Asset Taxonomy

Proceedings of the 12th International Conference on Management of Digital EcoSystems, Virtual Event United Arab Emirates, 2 Kasım - 04 Aralık 2020 identifier

Trajectory Prediction for Maritime Vessels Using AIS Data

Proceedings of the 12th International Conference on Management of Digital EcoSystems, Virtual Event United Arab Emirates, 2 Kasım - 04 Aralık 2020 identifier

Investigating the Neural Models for Irony Detection on Turkish Informal Texts

28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 Ekim 2020 identifier identifier

ATM Withdrawal Amount Forecasting Through Neural Architectures

IEEE International Conference on Big Data, Los-Angeles, Şili, 9 - 12 Aralık 2019 identifier identifier

Simülasyon Kayıtlarının Verimli Saklanması ve İşlenmesi

Ulusal Savunma Uygulamaları Modelleme ve Simülasyon Konferansı, Ankara, Türkiye, 19 - 20 Kasım 2019

Comparison of Querying Performance of Neo4j on Graph and Hyper-graph Data Model

Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Vienna, Avusturya, 17 - 19 Eylül 2019 identifier identifier

Process Profiling based Synthetic Event Log Generation

Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Vienna, Avusturya, 17 - 19 Eylül 2019 identifier identifier

Enhancements for Sliding Window based Stream Classification

International Conference on Knowledge Discovery and Information Retrieval, Vienna, Avusturya, 17 - 19 Eylül 2019 identifier identifier

Clustering based personality prediction on turkish tweets

Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Vancouver, Kanada, 27 - 30 Ağustos 2019, ss.825-828 identifier identifier

Infuencee Oriented Topic Prediction: Investigating the Effect of Influence on the Author

M. Yukselen, A. Mutlu, P. Karagoz, ”Infuencee Oriented Topic Prediction: Investigating the Effect of Influence on the Author, The 9th International Conference on Web Intelligence, Seoul, Güney Kore, 26 - 28 Haziran 2019 identifier identifier

Diversification in Wikipedia Enriched Advertisement Recommendation for Microblogs

Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics - WIMS2019, Seoul, Güney Kore, 26 - 28 Haziran 2019 identifier identifier

Streaming Event Detection in Microblogs: Balancing Accuracy and Performance

International Conference on Web Engineering (ICWE), Seoul, Güney Kore, 11 - 14 Haziran 2019 identifier identifier

Named Entity Recognition with Conditional Random Fields on Turkish News Dataset: Revisiting the Features

2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019 identifier identifier

Traffic Event Related Blog Post Classification by Using Traffic Related Named Entities

2018 IEEE International Smart Cities Conference, ISC2 2018, Missouri, Amerika Birleşik Devletleri, 16 - 19 Eylül 2018 identifier

Infuencee Oriented Topic Prediction: Investigating the Effect of Influence on the Author

9th International Conference on Web Intelligence, Mining and Semantics (WIMS), Seoul, Güney Kore, 26 - 28 Haziran 2019 identifier identifier

Dynamic Programming Solution to ATM Cash Replenishment Optimization Problem

1st International Conference on Intelligent Computing and Optimization (ICO), Pattaya, Tayland, 4 - 05 Ekim 2018, cilt.866, ss.428-437 identifier identifier

Top-k Context-Aware Tour Recommendations for Groups

Mexican International Conference on Artifical Intelligence (MICAI), Guadalajara, Meksika, 22 - 27 Ekim 2018 identifier

Event Related Blog Post Classification by Using Traffic Related Named Entities

Int. Smart Cities Conf (ISC2), Kentucky, Amerika Birleşik Devletleri, 16 - 19 Eylül 2018

Short-Term Electricity Consumption Forecast using Datasets of Various Granularities

ECML/PKDD 2018 Int. Workshop on Data Analytics for Renewable Energy Integration (DARE’xx18), 10 Eylül 2018 Sürdürülebilir Kalkınma identifier

Event Detection by Change Tracking on Community Structure of Temporal Networks

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, İspanya, 28 - 31 Ağustos 2018, ss.928-931 identifier

Movie Genre Classification from Plot Summaries using Bidirectional LSTM

12th IEEE International Conference on Semantic Computing (ICSC), California, Amerika Birleşik Devletleri, 31 Ocak - 02 Şubat 2018, ss.248-251 identifier identifier

A Comparative Study on Learning to Rank with Computational Methods

IEEE International Conference on Big Data (IEEE Big Data), Massachusetts, Amerika Birleşik Devletleri, 11 - 14 Aralık 2017, ss.1898-1906 identifier

Game-Based Mobile Platform to Instruct First-Aid Techniques

7. Ulusal Savunma Uygulamaları Modelleme ve Simulasyon (USMOS) Konferansı, Ankara, Türkiye, 21 - 23 Kasım 2017

Analyzing Implicit Aspects and Aspect Dependent Sentiment Polarity for Aspect-based Sentiment Analysis on Informal Turkish Texts

9th International Conference on Management of Emergent Digital EcoSystems (MEDES), Bangkok, Tayland, 7 - 09 Kasım 2017, ss.134-141 identifier identifier

Exploring What Makes It a POI

EEE Conference on Smart City Innovations (IEEE SCI 2017), 4 - 08 Ağustos 2017 identifier

Word Embedding Based Event Detection on Social Media

12th International Conference on Hybrid Artificial Intelligent Systems (HAIS), Logrono, İspanya, 21 - 23 Haziran 2017, cilt.10334, ss.3-14 identifier identifier

Irony detection on microposts with limited set of features

ACM Symposium on Applied Computing (SAC), 4 - 06 Nisan 2017 identifier

Data Mining based Product Marketing Technique for Banking Products

16th IEEE International Conference on Data Mining (ICDM), Barcelona, İspanya, 12 - 15 Aralık 2016, ss.552-559 identifier identifier

Detecting User Emotions in Twitter through Collective Classification

8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KDIR), Porto, Portekiz, 9 - 11 Kasım 2016, ss.205-212 identifier identifier

Cosine Similarity-Based Pruning for Concept Discovery

31st International Symposium on Computer and Information Sciences (ISCIS), Krakow, Polonya, 27 - 28 Ekim 2016, cilt.659, ss.90-96 Creative Commons License identifier identifier

A Web Search Enhanced Feature Extraction Method for Aspect-Based Sentiment Analysis for Turkish Informal Texts

18th International Conference on Data Warehousing and Knowledge Discovery (DAWAK), Porto, Portekiz, 6 - 08 Eylül 2016, cilt.9829, ss.225-238 identifier identifier

CRoM and HuspExt: Improving Efficiency of High Utility Sequential Pattern Extraction

32nd IEEE International Conference on Data Engineering (ICDE), Helsinki, Finlandiya, 16 - 20 Mayıs 2016, ss.1472-1473 identifier

Learning to Rank on Web Data by Using Multivariate Adaptive Regression Splines Technique

IC-SMHD-2016 - International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications, 18 - 21 Mayıs 2016

Learning To Rank Application On Web Data By Using Conic Multivariate Adaptive Regression Splines Technique

International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications (IC-SMHD-2016), 18 - 21 Mayıs 2016

Improved Wind Power Forecasting Using Combination Methods

IEEE 14th International Conference on Machine Learning and Applications ICMLA, Florida, Amerika Birleşik Devletleri, 9 - 11 Aralık 2015, ss.1142-1147 Sürdürülebilir Kalkınma identifier identifier

Generating Performance Improvement Suggestions by using Cross Organizational Process Mining

5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 8 - 10 Aralık 2015, ss.3-17

Utilizing Word Embeddings for Result Diversification in Tweet Search

11th Asia Information Retrieval Societies Conference (AIRS), Brisbane, Avustralya, 2 - 04 Aralık 2015, cilt.9460, ss.366-378 identifier identifier

Toponym Recognition in Social Media for Estimating the Location of Events

IEEE 15th International Conference on Data Mining Workshops (ICDMW), New-Jersey, Amerika Birleşik Devletleri, 14 - 17 Kasım 2015, ss.33-39 identifier identifier

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 (IEEE DSAA 2015), Paris, Fransa, 19 - 21 Ekim 2015, ss.661-669 identifier

Metaheuristic Based Automated Evaluation Method for Public Investment Project

13th Int. Symposium on Operational Research (SOR 15), 23 - 25 Eylül 2015 identifier

A Graph-Based Concept Discovery Method for n-Ary Relations

17th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK), Valencia, İspanya, 1 - 04 Eylül 2015, cilt.9263, ss.391-402 identifier identifier

A Path-Finding Based Method for Concept Discovery in Graphs

6th International Conference on Information, Intelligence, Systems and Applications (IISA), Corfu, Yunanistan, 6 - 08 Temmuz 2015 identifier

Dynamic Scoring-Based Sequence Alignment for Process Diagnostics

28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), Seoul, Güney Kore, 10 - 12 Haziran 2015, cilt.9101, ss.742-752 identifier identifier

User Interest Modeling in Twitter with Named Entity Recognition

WWW Conference Making Sense of Microposts workshop (#Microposts2015), 18 Mayıs 2015 identifier

Sentiment Enhanced Hybrid TF-IDF for Microblogs

IEEE Fourth International Conference on Big Data and Cloud Computing (BdCloud), Sydney, Avustralya, 3 - 05 Aralık 2014, ss.311-317 Sürdürülebilir Kalkınma identifier identifier

Predicting the Next Location Change and Time of Change for Mobile Phone Users

3rd ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS), Texas, Amerika Birleşik Devletleri, 04 Kasım 2014, ss.51-59 Sürdürülebilir Kalkınma identifier identifier

Utilizing Coverage Lists as a Pruning Mechanism for Concept Discovery

29th Annual Symposium on Computer and Information Sciences, Krakow, Polonya, 27 - 28 Ekim 2014, ss.269-276 identifier

Improved Genetic Algorithm based Approach for QoS Aware Web Service Composition

21st IEEE International Conference on Web Services (ICWS), Alaska, Amerika Birleşik Devletleri, 27 Haziran - 02 Temmuz 2014, ss.463-470 identifier identifier

A Hybrid Approach for Credibility Detection in Twitter

9th International Conference on Hybrid Artificial Intelligence Systems (HAIS), Salamanca, Meksika, 11 - 13 Haziran 2014, cilt.8480, ss.515-526 identifier

LabelFlow: Exploiting Workflow Provenance to Surface Scientific Data Provenance

5th International Provenance and Annotation Workshop (IPAW), Cologne, Almanya, 10 - 11 Haziran 2014, cilt.8628, ss.84-96 Creative Commons License identifier identifier

Improving Efficiency of Sequence Mining by Combining First Occurrence Forest (FOF) Strategy and Sibling Principle

4th International Conference on Web Intelligence, Mining and Semantics(WIMS), Thessaloniki, Yunanistan, 2 - 04 Haziran 2014 Sürdürülebilir Kalkınma identifier identifier

TOPONYM RECOGNITION ON TURKISH TWEETS

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1758-1761 identifier

Confidence-Aware Sequence Alignment for Process Diagnostics

9th International Conference on Signal-Image Technology and Internet-Based Systems (SITIS), Kyoto, Japonya, 2 - 05 Aralık 2013, ss.990-997 identifier identifier

Emotion Analysis on Turkish Texts

28th International Symposium on Computer and Information Sciences (ISCIS), Paris, Fransa, 28 - 29 Ekim 2013, cilt.264, ss.159-168 identifier identifier

Sequence Alignment Adaptation for Process Diagnostics and Delta Analysis

8th International Conference on Hybrid Artificial Intelligent Systems (HAIS), Salamanca, Meksika, 11 - 13 Eylül 2013, cilt.8073, ss.191-201 identifier

Extracting Sequential Patterns Based on User Defined Criteria

8th International Conference on Hybrid Artificial Intelligent Systems (HAIS), Salamanca, Meksika, 11 - 13 Eylül 2013, cilt.8073, ss.181-190 Sürdürülebilir Kalkınma identifier

A Counting-Based Heuristic for ILP-Based Concept Discovery Systems

8th International Conference on Hybrid Artificial Intelligent Systems (HAIS), Salamanca, Meksika, 11 - 13 Eylül 2013, cilt.8073, ss.171-180 Sürdürülebilir Kalkınma identifier

Small Is Beautiful Summarizing Scientific Workflows Using Semantic Annotations

IEEE International Congress on Big Data, Santa-Clara, Küba, 27 Haziran - 02 Temmuz 2013, ss.318-325 identifier identifier

Evidential location estimation for events detected in Twitter

7th Workshop on Geographic Information Retrieval, GIR 2013, Orlando, FL, Amerika Birleşik Devletleri, 05 Kasım 2013, ss.9-16 Sürdürülebilir Kalkınma identifier

Spatio-temporal pattern and trend extraction on Turkish meteorological data

26th Annual International Symposium on Computer and Information Science, ISCIS 2011, London, İngiltere, 26 - 28 Eylül 2011, ss.505-510 identifier

Automatic QoS evaluation method for web services

2012 IEEE Symposium on Computers and Communications (ISCC), Cappadocia, Turkey, 1 - 04 Temmuz 2012 identifier identifier

Using ontology and sequence information for extracting behavior patterns from web navigation logs

10th IEEE International Conference on Data Mining Workshops, ICDMW 2010, Sydney, Avustralya, 14 - 17 Aralık 2010, ss.549-556 identifier

IntWEB: An Al-based approach for adaptive web

9th Workshop on Intelligent Techniques for Web Personalization and Recommender Systems, ITWP 2011 - In Conjunction with the 22nd International Joint Conference on Artificial Intelligence, IJCAI 2011, Barcelona, İspanya, 16 Temmuz 2011, cilt.756, ss.57-64 identifier

Improving the time efficiency of ILP-based multi-relational concept discovery with dynamic programming approach

25th International Symposium on Computer and Information Sciences, ISCIS 2010, London, İngiltere, 22 - 24 Eylül 2010, cilt.62 LNEE, ss.373-376 identifier

A workflow-based web service composition system

IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006), Hong Kong, PEOPLES R CHINA, 18 - 22 Aralık 2006, ss.113-114 identifier identifier

A logical framework for scheduling workflows under resource allocation constraints

28th international conference on Very Large Data Bases, 18 - 22 Ağustos 2002

Kitap & Kitap Bölümleri

Enhancing Underground Built Heritage Analysis with Text Mining: A Case Study on Cappadocia

Valorising Underground Built Heritage in Cappadocia, Muge Akkar Ercan Muge, Aydıner Kerim, Editör, Consiglio Nazionale delle Ricerche, Napoli, ss.61-92, 2023

Unstructured Textual Data Analysis for Underground Built Heritage (UBH) Knowledge Base

Underground Built Heritage Valorisation A Handbook, Giuseppe Pace,Renata Salvarani, Editör, Consiglio Nazionale delle Ricerche (CNR), Rome, ss.43-58, 2021

Event Detection on Communities: Tracking the Change in Community Structure within Temporal Communication Networks

Putting Social Media and Networking Data in Practice for Education, Planning, Prediction and Recommendation, Mehmet KayaŞuayip BirinciJalal KawashReda Alhajj, Editör, Springer Cham, ss.75-96, 2020

Large-Scale Renewable Energy Monitoring and Forecast Based on Intelligent Data Analysis

Handbook of Research on Smart Computing for Renewable Energy and Agro-Engineering, Valeriy Kharchenko, Pandian Vasant, Editör, IGI Global, Hershey, ss.53-77, 2020 Sürdürülebilir Kalkınma

Recent Trends in the Use of Graph Neural Network Models for Natural Language Processing

Deep Learning Techniques and Optimization Strategies in Big Data Analytics, J. Joshua Thomas, Pinar Karagoz, B. Bazeer Ahamed, Pandiant Vasant, Editör, IGI Global, Hershey, ss.274-289, 2020

Extracting Potentially High Profit Product Feature Groups by Using High Utility Pattern Mining and Aspect Based Sentiment Analysis

High-Utility Pattern Mining, Fournier-Viger P.,Lin JW.,Nkambou R.,Vo B.,Tseng V., Editör, Springer, London/Berlin , Zürich, ss.233-260, 2019

Graph-Based Concept Discovery.

Encyclopedia of Information Science and Technology, Mehdi Khosrow-Pour, Editör, Global Publications , New-York, ss.1974-1983, 2018

Extracting location information from crowd-sourced social network data

European Handbook of Crowdsourced Geographic Information, Capineri, C, Haklay, M, Huang, H, Antoniou, V, Kettunen, J, Ostermann, F and Purves, R , Editör, Ubiquity Press, Londrina, ss.195-204, 2016

Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds

New Frontiers in Mining Complex Patterns, A. Appice,M. Ceci,C. Loglisci,G. Manco,E. Masciari and Z. W. Ras, Editör, Springer, New York, ss.179-193, 2015

Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds

New Frontiers in Mining Complex Patterns, A. Appice, M. Ceci, C. Loglisci, G. Manco, E. Masciari and Z. W. Ras, Editör, Springer, ss.179-193, 2015

Context based semantic relations in tweets

State of the Art Applications of Social Network Analysis, Can F,Özyer T,Polat F, Editör, Springer, Zürich, ss.35-52, 2014

Context based semantic relations in tweets

State of the Art Applications of Social Network Analysis, F. Can, T. Ozyer and F. Polat, Editör, Springer, ss.35-52, 2014

Modern Approaches to Software Engineering in the Compositional Era

Knowledge Engineering for Software Development Life Cycles: Support Technologies and Applications, Muthu Ramachandran, Editör, IGI Global, Hershey Pennsylvania, ss.1-20, 2011

Metrikler

Yayın

170

Atıf (WoS)

1003

H-İndeks (WoS)

18

Atıf (Scopus)

1407

H-İndeks (Scopus)

22

Atıf (Scholar)

613

H-İndeks (Scholar)

12

Proje

30

Tez Danışmanlığı

80

Açık Erişim

66
BM Sürdürülebilir Kalkınma Amaçları