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Yogan Jaya Kumar

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Journal Articles

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2024
[j13]
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Yohanes Sigit Purnomo, Yogan Jaya Kumar, Nur Zareen Zulkarnain, Basit Raza:
Extraction and attribution of public figures statements for journalism in Indonesia using deep learning. Knowl. Based Syst. 289: 111558 (2024)
2022
[j12]
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Zi Ye, Yogan Jaya Kumar, Goh Ong Sing, Fengyan Song, Junsong Wang:
A Comprehensive Survey of Graph Neural Networks for Knowledge Graphs. IEEE Access 10: 75729-75741 (2022)
2021
[j11]
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Ahmad Jaffar Khan, Basit Raza, Ahmad Raza Shahid, Yogan Jaya Kumar, Muhammad Faheem, Hani Alquhayz:
Handling incomplete data classification using imputed feature selected bagging (IFBag) method. Intell. Data Anal. 25(4): 825-846 (2021)
[j10]
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Zi Ye, Yogan Jaya Kumar, Goh Ong Sing, Fengyan Song, Xianda Ni, Jin Wang:
Artificial Intelligence-based Echocardiogram Video Classification by Aggregating Dynamic Information. KSII Trans. Internet Inf. Syst. 15(2): 500-521 (2021)
2020
[j9]
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  - journals/access/AliRMSFAK20
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Syed Arslan Ali, Basit Raza, Ahmad Kamran Malik, Ahmad Raza Shahid, Muhammad Faheem, Hani Alquhayz, Yogan Jaya Kumar:
An Optimally Configured and Improved Deep Belief Network (OCI-DBN) Approach for Heart Disease Prediction Based on Ruzzo-Tompa and Stacked Genetic Algorithm. IEEE Access 8: 65947-65958 (2020)
2019
[j8]
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Basit Raza, Asma Sher, Sana Afzal, Ahmad Kamran Malik, Adeel Anjum, Yogan Jaya Kumar, Muhammad Faheem:
Autonomic workload performance tuning in large-scale data repositories. Knowl. Inf. Syst. 61(1): 27-63 (2019)
2018
[j7]
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Basit Raza, Yogan Jaya Kumar, Ahmad Kamran Malik, Adeel Anjum, Muhammad Faheem:
Performance prediction and adaptation for database management system workload using Case-Based Reasoning approach. Inf. Syst. 76: 46-58 (2018)
2017
[j6]
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  - journals/jiat/AzhariK17
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Muhammad Azhari, Yogan Jaya Kumar:
Improving text summarization using neuro-fuzzy approach. J. Inf. Telecommun. 1(4): 367-379 (2017)
2016
[j5]
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  - journals/jcsci/KumarGBCS16
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Yogan Jaya Kumar, Ong Sing Goh, Halizah Basiron, Ngo Hea Choon, Puspalata C. Suppiah:
A Review on Automatic Text Summarization Approaches. J. Comput. Sci. 12(4): 178-190 (2016)
[j4]
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Ngo Hea Choon, Yu-N Cheah, Ong Sing Goh, Yun-Huoy Choo, Halizah Basiron, Yogan Jaya Kumar:
A Review on Automated Menu Planning Approaches. J. Comput. Sci. 12(12): 582-596 (2016)
2015
[j3]
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  - journals/asc/KhanSK15
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Atif Khan, Naomie Salim, Yogan Jaya Kumar:
A framework for multi-document abstractive summarization based on semantic role labelling. Appl. Soft Comput. 30: 737-747 (2015)
2014
[j2]
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Yogan Jaya Kumar, Naomie Salim, Albaraa Abuobieda, Ameer Tawfik Albaham:
Multi document summarization based on news components using fuzzy cross-document relations. Appl. Soft Comput. 21: 265-279 (2014)
2012
[j1]
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Yogan Jaya Kumar, Naomie Salim, Basit Raza:
Cross-document structural relationship identification using supervised machine learning. Appl. Soft Comput. 12(10): 3124-3131 (2012)

Conference and Workshop Papers

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2017
[c13]
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  - conf/aciids/KumarKGK17
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Yogan Jaya Kumar, Fong Jia Kang, Ong Sing Goh, Atif Khan:
Text Summarization Based on Classification Using ANFIS. ACIIDS (Extended Posters) 2017: 405-417
[c12]
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  - conf/his/AzhariKGCP17
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Muhammad Azhari, Yogan Jaya Kumar, Ong Sing Goh, Ngo Hea Choon, Aditya Pradana:
Multi Document Summarization Using Neuro-Fuzzy System. HIS 2017: 224-231
[c11]
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  - conf/icnc/LeongGK17
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Pui Huang Leong, Ong Sing Goh, Yogan Jaya Kumar:
MedKiosk: An embodied conversational intelligence via deep learning. ICNC-FSKD 2017: 394-399
2016
[c10]
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  - conf/aciids/GohKCLS16
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Ong Sing Goh, Yogan Jaya Kumar, Ngo Hea Choon, Pui Huang Leong, Mohammad Safar:
An Evaluation of the Conversation Agent System. ACIIDS (2) 2016: 354-365
2014
[c9]
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  - conf/icitcs/GohGKCM14
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Ong Sing Goh, Mohd Khanapi Abd. Ghani, Yogan Jaya Kumar, Yun-Huoy Choo, Azah Kamilah Muda:
Massive Open Online Course (MOOC) with Learning Objects and Intelligent Agent Technologies. ICITCS 2014: 1-4
[c8]
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Yogan Jaya Kumar, Ong Sing Goh, Mohd Khanapi Abd. Ghani, Naomie Salim, Ameer Tawfik Albaham:
Voting Models for Summary Extraction from Text Documents. ICITCS 2014: 1-4
2013
[c7]
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  - conf/aciids/AbuobiedaSKO13a
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Albaraa Abuobieda, Naomie Salim, Yogan Jaya Kumar, Ahmed Hamza Osman:
An Improved Evolutionary Algorithm for Extractive Text Summarization. ACIIDS (2) 2013: 78-89
[c6]
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Albaraa Abuobieda, Naomie Salim, Yogan Jaya Kumar, Ahmed Hamza Osman:
Opposition Differential Evolution Based Method for Text Summarization. ACIIDS (1) 2013: 487-496
2012
[c5]
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  - conf/amlta/KumarSA12
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Yogan Jaya Kumar, Naomie Salim, Albaraa Abuobieda:
A Genetic-CBR Approach for Cross-Document Relationship Identification. AMLTA 2012: 182-192
[c4]
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  - conf/amlta/OsmanSKA12
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Ahmed Hamza Osman, Naomie Salim, Yogan Jaya Kumar, Albaraa Abuobieda:
Fuzzy Semantic Plagiarism Detection. AMLTA 2012: 543-553
[c3]
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  - conf/infrkm/KumarSOA12
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Yogan Jaya Kumar, Naomie Salim, Ahmed Hamza Osman, Albaraa Abuobieda:
Automatic identification of cross-document structural relationships. CAMP 2012: 26-29
[c2]
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  - conf/infrkm/OsmanSBTKA12
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Ahmed Hamza Osman, Naomie Salim, Mohammed Salem Binwahlan, Ssennoga Twaha, Yogan Jaya Kumar, Albaraa Abuobieda:
Plagiarism detection scheme based on Semantic Role Labeling. CAMP 2012: 30-33
[c1]
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  - conf/infrkm/AbuobiedaSAOK12
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Albaraa Abuobieda, Naomie Salim, Ameer Tawfik Albaham, Ahmed Hamza Osman, Yogan Jaya Kumar:
Text summarization features selection method using pseudo Genetic-based model. CAMP 2012: 193-197

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