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2020 – today
- 2024
[j37]Yigit Hakverdi
, Melih Urve Gümüs, Ayhan Tastekin, Kadir Idin, Murat Kangin, Tansel Özyer, Reda Alhajj:
Enhancing ICU Management and Addressing Challenges in Türkiye Through AI-Powered Patient Classification and Increased Usability With ICU Placement Software. IEEE Access 12: 146121-146136 (2024)- [j36]Kashfia Sailunaz, Sleiman Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
A survey on brain tumor image analysis. Medical Biol. Eng. Comput. 62(1): 1-45 (2024) - [j35]Busra Karatay, Deniz Bestepe, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj:
CNN-Transformer based emotion classification from facial expressions and body gestures. Multim. Tools Appl. 83(8): 23129-23171 (2024) - [j34]Kashfia Sailunaz, Deniz Bestepe, Lama Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis. Netw. Model. Anal. Health Informatics Bioinform. 13(1): 38 (2024) - 2023
- [j33]Reyhan Zeynep Pek, Sibel Tariyan Özyer, Tarek Elhage, Tansel Özyer, Reda Alhajj:
The Role of Machine Learning in Identifying Students At-Risk and Minimizing Failure. IEEE Access 11: 1224-1243 (2023) - [j32]Muhammed Talha Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj:
A comparative study of different pre-trained deep learning models and custom CNN for pancreatic tumor detection. Int. Arab J. Inf. Technol. 20(3A): 515-526 (2023) - [j31]Kashfia Sailunaz, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
A survey of machine learning-based methods for COVID-19 medical image analysis. Medical Biol. Eng. Comput. 61(6): 1257-1297 (2023) - [c51]Tansel Özyer, Reda Alhajj, Jon G. Rokne, Kashfia Sailunaz, Gabriela Jurca, Deniz Bestepe, Lama Alhajj, Busra Kartay:
KoExPubMed: A Tool for Effective and Customized Knowledge Extraction from PubMed. ASONAM 2023: 431-435 - [c50]Tansel Özyer, Gözde Yurtdas, Loubaba Alhajj, Jon G. Rokne, Kashfia Sailunaz, Reda Alhajj:
Creating a Learning Profile by Using Face and Emotion Recognition. ASONAM 2023: 551-557 - [c49]Tansel Özyer, Reyhan Zeynep Pek, Muhammed Talha Zavalsiz, Melis Serdar, Sleiman Alhajj, Lama Alhajj, Jon G. Rokne, Reda Alhajj, Kashfia Sailunaz:
Investigating The Roles of microRNAs / lncRNAs in Characterizing Breast Cancer Subtypes and Prognosis. ASONAM 2023: 588-595 - 2022
- [j30]Onur Can Sert, Sibel Tariyan Özyer, Deniz Bestepe, Tansel Özyer:
Temptracker: a service oriented temporal natural language processing based tool for document data characterization and social network analysis. Int. Arab J. Inf. Technol. 19(3): 342-352 (2022) - [c48]Gözde Yurtdas, Kagan Aslan, Sibel Tariyan Özyer, Tansel Özyer, Mehmet Kaya, Reda Alhajj:
A Prediction Approach for the Functional Effects of Non-Coding Gene Variants. ACIT 2022: 1-6 - [c47]Muhammed Talha Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj:
Pancreatic Tumor Detection by Convolutional Neural Networks. ACIT 2022: 1-6 - [c46]Serkan Üçer, Tansel Özyer, Reda Alhajj:
Classes versus Communities: Outlier Detection and Removal in Tabular Datasets via Social Network Analysis (ClaCO). ASONAM 2022: 316-323 - [c45]Salim Afra, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
NetDriller-V3: A Powerful Social Network Analysis Tool. ASONAM 2022: 570-574 - [c44]Kashfia Sailunaz, Deniz Bestepe, Sleiman Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
Convex Hull in Brain Tumor Segmentation. BI 2022: 210-225 - 2021
- [j29]Yunuscan Kocak, Tansel Özyer:
Analysing SEER cancer data using signed maximal frequent itemset networks. Int. J. Data Min. Bioinform. 26(1/2): 20-58 (2021) - [j28]Tansel Özyer, Ak Duygu Selin, Reda Alhajj:
Human action recognition approaches with video datasets - A survey. Knowl. Based Syst. 222: 106995 (2021) - [c43]Nawazish Ali, Imran Hasan, Tansel Özyer, Reda Alhajj:
Driver Drowsiness Detection by Employing CNN and Dlib. ACIT 2021: 1-5 - [c42]Ziad Elgammal, Abdullah Barmu, Hamza Hassan, Khaled Walid Elgammal, Tansel Özyer, Reda Alhajj:
Matching Applicants with Positions for Better Allocation of Employees in the Job Market. ACIT 2021: 1-5 - [c41]Berk Kardas, Ismail Erdem Bayar, Tansel Özyer, Reda Alhajj:
Detecting spam tweets using machine learning and effective preprocessing. ASONAM 2021: 393-398 - [c40]Nadir Emre Zirbilek, Mustafa Erakin, Tansel Özyer, Reda Alhajj:
Hot topic detection and evaluation of multi-relation effects. ASONAM 2021: 416-422 - [c39]Malek Malkawi, Tansel Özyer, Reda Alhajj:
Automation of active reconnaissance phase: an automated API-based port and vulnerability scanner. ASONAM 2021: 622-629 - 2020
- [c38]Tansel Özyer, Ak Duygu Selin, Reda Alhajj:
Recent Trends in Emotion Analysis: A Big Data Analysis Perspective. ASONAM 2020: 710-714
2010 – 2019
- 2019
- [j27]Alper Aksaç, Tansel Özyer, Reda Alhajj:
CutESC: Cutting edge spatial clustering technique based on proximity graphs. Pattern Recognit. 96 (2019) - 2018
- [j26]Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj:
Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. 19(1): 136:1-136:14 (2018) - [j25]Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj:
Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. 19(1): 250:1 (2018) - [c37]Salim Afra, Tansel Özyer, Jon G. Rokne:
NetDriller Version 2: A Powerful Social Network Analysis Tool. ICDM Workshops 2018: 1475-1480 - [c36]Kivanc Ceyhan, Ekim Kurtulmaz, Onur Can Sert, Tansel Özyer:
Bitcoin movement prediction with text mining. SIU 2018: 1-4 - [c35]Ekim Kurtulmaz, Ravsan Aziz, Ural Ucar, Tansel Özyer, Reda Alhajj:
Periodicity detection in turkish stock market. SIU 2018: 1-4 - 2017
- [j24]Serkan Üçer, Yunuscan Kocak, Tansel Özyer, Reda Alhajj:
Social network Analysis-based classifier (SNAc): A case study on time course gene expression data. Comput. Methods Programs Biomed. 150: 73-84 (2017) - [j23]Alper Aksaç, Tansel Özyer, Reda Alhajj:
Complex networks driven salient region detection based on superpixel segmentation. Pattern Recognit. 66: 268-279 (2017) - [c34]Ahmad Kassem, Umut Ozan Yildirim, Kadir Anil Turgut, Uffe Kock Wiil, Tansel Özyer, Reda Alhajj:
Effectiveness of Mobile Electrocardiogram in Healthcare: From Mobile Application and Development to Community Reaction. ASONAM 2017: 896-903 - [c33]Koray Ozturk, Faruk Polat, Tansel Özyer:
An Evolutionary Approach for Detecting Communities in Social Networks. ASONAM 2017: 966-973 - [c32]Ahmet Enis Erdogan, Tolga Yilmaz, Onur Can Sert, Mirun Akyüz, Tansel Özyer, Reda Alhajj:
From Social Media Analysis to Ubiquitous Event Monitoring: The case of Turkish Tweets. ASONAM 2017: 1088-1095 - [p5]Salim Afra, Alper Aksaç, Tansel Özyer, Reda Alhajj:
Link Prediction by Network Analysis. Prediction and Inference from Social Networks and Social Media 2017: 97-114 - [e3]Jalal Kawash, Nitin Agarwal, Tansel Özyer:
Prediction and Inference from Social Networks and Social Media. Lecture Notes in Social Networks, Springer 2017, ISBN 978-3-319-51048-4 [contents] - 2016
- [j22]Yunuscan Kocak, Tansel Özyer, Reda Alhajj:
Utilizing maximal frequent itemsets and social network analysis for HIV data analysis. J. Cheminformatics 8(1): 71:1-71:15 (2016) - [c31]Yunuscan Kocak, Tansel Özyer, Reda Alhajj:
Classification of HIV data by constructing a social network with frequent itemsets. ASONAM 2016: 949-953 - 2015
- [j21]Orkun Ozturk, Alper Aksaç, Tansel Özyer, Reda Alhajj:
Boosting real-time recognition of hand posture and gesture for virtual mouse operations with segmentation. Appl. Intell. 43(4): 786-801 (2015) - [j20]Tansel Özyer, Serkan Üçer, Taylan Iyidogan:
Employing social network analysis for disease biomarker detection. Int. J. Data Min. Bioinform. 12(3): 343-362 (2015) - [c30]Mehmet Gök, Tansel Özyer, Jamal Jida:
A Case Study for the Churn Prediction in Turksat Internet Service Subscription. ASONAM 2015: 1220-1224 - 2014
- [j19]Peter Peng, Omar Addam, Mohamad Elzohbi, Sibel Tariyan Özyer, Ahmad Elhajj, Shang Gao, Yimin Liu, Tansel Özyer, Mehmet Kaya, Mick J. Ridley, Jon G. Rokne, Reda Alhajj:
Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data. Knowl. Based Syst. 56: 108-122 (2014) - [c29]Gökhan Kul, Tansel Özyer, Bülent Tavli:
IEEE 802.11 WLAN based Real Time Indoor Positioning: Literature Survey and Experimental Investigations. FNC/MobiSPC 2014: 157-164 - 2013
- [c28]Hasan Mert Taymaz, Tansel Özyer, Can Cangelir:
A knowledge-based semantic tool for standard part management in aerospace industry. IRI 2013: 634-642 - [p4]Ahmed Elhajj, Abdallah M. ElSheikh, Omar Addam, Mohamad Alzohbi, Omar Zarour, Alper Aksaç, Orkun Öztürk, Tansel Özyer, Mick J. Ridley, Reda Alhajj:
Estimating the Importance of Terrorists in a Terror Network. Mining Social Networks and Security Informatics 2013: 267-283 - [p3]Ozan Bora Fikir, Ilker O. Yaz, Tansel Özyer:
Movie Rating Prediction with Matrix Factorization Algorithm. The Influence of Technology on Social Network Analysis and Mining 2013: 631-643 - [e2]Tansel Özyer, Jon G. Rokne, Gerhard Wagner, Arno H. P. Reuser:
The Influence of Technology on Social Network Analysis and Mining. Lecture Notes in Social Networks 6, Springer 2013, ISBN 978-3-7091-1345-5 [contents] - [e1]Tansel Özyer, Zeki Erdem, Jon G. Rokne, Suheil Khoury:
Mining Social Networks and Security Informatics. Lecture Notes in Social Networks, Springer 2013, ISBN 978-94-007-6358-6 [contents] - 2012
- [j18]Alper Aksaç, Erkam Uzun, Tansel Özyer:
A real time traffic simulator utilizing an adaptive fuzzy inference mechanism by tuning fuzzy parameters. Appl. Intell. 36(3): 698-720 (2012) - [j17]Mohamad Nagi, Ahmad Elhajj, Omar Addam, Ala Qabaja, Omar Zarour, Tamer N. Jarada, Shang Gao, Jamal Jida, Ayman Murshid, Iyad Suleiman, Tansel Özyer, Mick J. Ridley, Reda Alhajj:
Robust framework for recommending restructuring of websites by analysing web usage and web structure data. Int. J. Bus. Intell. Data Min. 7(1/2): 4-20 (2012) - [j16]Ömer Özgün Isikman, Tansel Özyer, Omar Zarour, Reda Alhajj, Faruk Polat:
TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML. Inf. Sci. 193: 247-274 (2012) - [j15]Onur Can Sert, Kayhan Dursun, Tansel Özyer, Jamal Jida, Reda Alhajj:
The Unification and Assessment of Multi-Objective Clustering Results of Categorical Datasets with H-Confidence Metric. J. Univers. Comput. Sci. 18(4): 507-531 (2012) - [c27]Shang Gao, Omar Addam, Ala Qabaja, Abdallah M. ElSheikh, Omar Zarour, Mohamad Nagi, Flouris Triant, Wadhah Almansoori, Omer Sair, Tansel Özyer, Jia Zeng, Jon G. Rokne, Reda Alhajj:
Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis. CIBCB 2012: 112-119 - 2011
- [j14]Tansel Özyer, Ming Zhang, Reda Alhajj:
Integrating multi-objective genetic algorithm based clustering and data partitioning for skyline computation. Appl. Intell. 35(1): 110-122 (2011) - [j13]Mohammed Al-Shalalfa, Tansel Özyer, Reda Alhajj, Jon G. Rokne:
Discovering cancer biomarkers: from DNA to communities of genes. Int. J. Netw. Virtual Organisations 8(1/2): 158-178 (2011) - [j12]Mehmet Kayaalp, Tansel Özyer, Sibel Tariyan Özyer:
A mash-up application utilizing hybridized filtering techniques for recommending events at a social networking site. Soc. Netw. Anal. Min. 1(3): 231-239 (2011) - [c26]Onur Can Sert, Kayhan Dursun, Tansel Özyer:
Ensemble of Multi-objective Clustering Unified with H-Confidence Metric as Validity Metric. ASONAM 2011: 537-541 - [c25]Peter Peng, Mohamad Nagi, Omer Sair, Iyad Suleiman, Ala Qabaja, Abdallah M. ElSheikh, Shang Gao, Tansel Özyer, Keivan Kianmehr, Ghada Naji, Mick J. Ridley, Jon G. Rokne, Reda Alhajj:
From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data. IDEAL 2011: 421-428 - [p2]Ghada Naji, Mohamad Nagi, Abdallah M. ElSheikh, Shang Gao, Keivan Kianmehr, Tansel Özyer, Jon G. Rokne, Douglas J. Demetrick, Mick J. Ridley, Reda Alhajj:
Effectiveness of Social Networks for Studying Biological Agents and Identifying Cancer Biomarkers. Counterterrorism and Open Source Intelligence 2011: 285-313 - 2010
- [j11]Anthony Chiu Wa Lo, Tansel Özyer, Radwan Tahboub, Keivan Kianmehr, Jamal Jida, Reda Alhajj:
XML materialized views and schema evolution in VIREX. Inf. Sci. 180(24): 4940-4957 (2010) - [j10]Anthony Chiu Wa Lo, Tansel Özyer, Keivan Kianmehr, Reda Alhajj:
VIREX and VRXQuery: interactive approach for visual querying of relational databases to produce XML. J. Intell. Inf. Syst. 35(1): 21-49 (2010) - [c24]Ozan Bora Fikir, Ilker O. Yaz, Tansel Özyer:
A Movie Rating Prediction Algorithm with Collaborative Filtering. ASONAM 2010: 321-325 - [c23]Kaziim Sarikaya, Duygu Sarikaya, Tamer N. Jarada, Shang Gao, Tansel Özyer, Reda Alhajj:
A novel client-based approach for signing and checking web forms by using XML against DoS attacks. iiWAS 2010: 202-209 - [p1]Keivan Kianmehr, Tansel Özyer, Anthony Chiu Wa Lo, Jamal Jida, Alnaar Jiwani, Yasin Alimohamed, Krista Spence, Reda Alhajj:
Human Centric Data Representation: From Fuzzy Relational Databases into Fuzzy XML. Soft Computing in XML Data Management 2010: 55-77
2000 – 2009
- 2009
- [j9]Tansel Özyer, Reda Alhajj:
Parallel clustering of high dimensional data by integrating multi-objective genetic algorithm with divide and conquer. Appl. Intell. 31(3): 318-331 (2009) - [j8]Tansel Özyer:
Online WordNet Based Tagging System for Social Sharing and Retrieval of Images on Visited Pages. Informatica (Slovenia) 33(3): 271-276 (2009) - [j7]Keivan Kianmehr, Tansel Özyer, Mehmet Kaya, Reda Alhajj:
Wrapping VRXQuery with self-adaptive fuzzy capabilities. Web Intell. Agent Syst. 7(3): 269-279 (2009) - [j6]Alok Madhukar, Tansel Özyer, Reda Alhajj:
Dynamic cache invalidation scheme for wireless mobile environments. Wirel. Networks 15(6): 727-740 (2009) - [c22]Mehmet Kayaalp, Tansel Özyer, Sibel Tariyan Özyer:
A Collaborative and Content Based Event Recommendation System Integrated with Data Collection Scrapers and Services at a Social Networking Site. ASONAM 2009: 113-118 - 2008
- [j5]Tansel Özyer, Reda Alhajj:
Deciding on Number of Clusters by Multi-Objective Optimization and Validity Analysis. J. Multiple Valued Log. Soft Comput. 14(3-5): 457-474 (2008) - [j4]Fatima Ashraf, Tansel Özyer, Reda Alhajj:
Employing Clustering Techniques for Automatic Information Extraction From HTML Documents. IEEE Trans. Syst. Man Cybern. Part C 38(5): 660-673 (2008) - [c21]Göktürk Gezer, Ilker O. Yaz, Hasan Mert Taymaz, Tansel Özyer, Reda Alhajj:
A Bi-Criteria Scheduling Framework for the Supply Chain Management of Mobile Providers. ICEIS (2) 2008: 364-369 - [c20]Ömer Özgün Isikman, B. Görkem Yalim, Murat Özdemir, Tansel Özyer, Harun Gökçe, Reda Alhajj:
Adaptive weighted multi-criteria fuzzy query processing for web based real estate applications. SAC 2008: 987-991 - 2007
- [j3]Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj:
Utilising Neural Network and Support Vector Machine for gene Expression Classification. J. Inf. Knowl. Manag. 6(4): 251-260 (2007) - [j2]Tansel Özyer, Reda Alhajj, Ken Barker:
Intrusion detection by integrating boosting genetic fuzzy classifier and data mining criteria for rule pre-screening. J. Netw. Comput. Appl. 30(1): 99-113 (2007) - [c19]Cary Sweet, Tansel Özyer, Reda Alhajj:
Enhanced Graph Based Genealogical Record Linkage. ADMA 2007: 476-487 - [c18]Brad Arshinoff, Damon Ratcliffe, Martin Saetre, Reda Alhajj, Tansel Özyer:
Simplified query construction - queries made as easy as possible. ICEIS (1) 2007: 125-130 - [c17]Anthony Chiu Wa Lo, Keivan Kianmehr, Mehmet Kaya, Tansel Özyer, Reda Alhajj:
Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities. Web Intelligence 2007: 750-756 - 2006
- [c16]Cameron Chenier, J. James Jun, Jason Zhang, Tansel Özyer, Reda Alhajj:
Association-Rules Mining Based Broadcasting Approach for XML Data. ADVIS 2006: 207-216 - [c15]Jessica Zheng, Anthony Chiu Wa Lo, Tansel Özyer, Reda Alhajj:
Efficient Mechanism for Handling Materialized XML Views. ICEIS (1) 2006: 151-162 - [c14]Alnaar Jiwani, Yasin Alimohamed, Krista Spence, Tansel Özyer, Reda Alhajj:
Fuzzy XML Model for Representing Fuzzy Relational Databases in Fuzzy XML Format. ICEIS (1) 2006: 163-168 - [c13]Tansel Özyer, Reda Alhajj, Ken Barker:
Clustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis. IDEAL 2006: 454-463 - 2005
- [j1]Yimin Liu, Tansel Özyer, Reda Alhajj, Ken Barker:
Integrating Multi-Objective Genetic Algorithm and Validity Analysis for Locating and Ranking Alternative Clustering. Informatica (Slovenia) 29(1): 33-40 (2005) - [c12]Tansel Özyer, Reda Alhajj, Ken Barker:
Intrusion detection: a novel approach that combines boosting genetic fuzzy classifier and data mining techniques. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2005: 13-22 - [c11]Kate Y. Yang, Anthony Chiu Wa Lo, Tansel Özyer, Reda Alhajj:
DWG2XML: Generating XML Nested Tree Structure from Directed Weighted Graph. ICEIS (1) 2005: 19-26 - [c10]Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj:
Combining Neural Network and Support Vector Machine into Integrated Approach for Biodata Mining. ICEIS (2) 2005: 182-187 - [c9]Darren Ming-Shan Kao, Tansel Özyer, Reda Alhajj:
Hybrid approach for predicting the behavior of Web users. IRI 2005: 217-222 - [c8]Hao Jiang, Anthony Chiu Wa Lo, Tansel Özyer, Reda Alhajj:
XML views based approach for Web services. IRI 2005: 458-463 - [c7]Tansel Özyer, Reda Alhajj:
Effective Clustering by Iterative Approach. ISCIS 2005: 833-842 - 2004
- [c6]Tansel Özyer, Yimin Liu, Reda Alhajj, Ken Barker:
Multi-objective Genetic Algorithm Based Clustering Approach and Its Application to Gene Expression Data. ADVIS 2004: 451-461 - [c5]Tansel Özyer, Reda Alhajj, Ken Barker:
Multi-dimensional sequential web mining by utilizing fuzzy interferencing. ICMLA 2004: 34-40 - [c4]Kevin Miller, Chris Gee, Ryan Inaba, Tansel Özyer, Anthony Chiu Wa Lo, Reda Alhajj:
Synchronization of Mobile XML Databases by Utilizing Deferred Views. IRI 2004: 186-191 - [c3]Jim Little, Michael de Ga, Tansel Özyer, Reda Alhajj:
Query Builder: A Natural Language Interface for Structured Databases. ISCIS 2004: 470-479 - [c2]Tansel Özyer, Reda Alhajj, Ken Barker:
Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated Clustering. Rough Sets and Current Trends in Computing 2004: 567-572 - 2003
- [c1]Tansel Özyer, Reda Alhajj, Ken Barker:
A Boosting Genetic Fuzzy Classifier for Intrusion Detection Using Data Mining Techniques for Rule Pre-screening. HIS 2003: 983-992
Coauthor Index
[j37] [j36] [j35] [j34] [j33] [j32] [j31] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [j28] [c43] [c42] [c41] [c40] [c39] [c38] [j27] [j26] [j25] [c35] [j24] [j23] [c34] [c32] [p5] [j22] [c31] [j21] [j19] [p4] [j17] [j16] [j15] [c27] [j14] [j13] [c25] [p2] [j11] [j10] [c23] [p1] [j9] [j7] [j6] [j5] [j4] [c21] [c20] [j3] [j2] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [j1] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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