Nurfadhlina Mohd Sharef

According to our database, Nurfadhlina Mohd Sharef authored at least 43 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Extracting adverse drug events from clinical Notes: A systematic review of approaches used.

Salisu Modi, Khairul Azhar Kasmiran, Nurfadhlina Mohd Sharef, Mohd Yunus Sharum

J. Biomed. Informatics, 2024

Prediction of Course Grades in Computer Science Higher Education Program via a Combination of Loss Functions in LSTM Model.

Anahita Ghazvini, Nurfadhlina Mohd Sharef, Fatimah Binti Sidi

IEEE Access, 2024

2022

Determining Importance of Many-Objective Optimisation Competitive Algorithms Evaluation Criteria Based on a Novel Fuzzy-Weighted Zero-Inconsistency Method.

R. T. Mohammed, A. A. Zaidan, R. Yaakob, Nurfadhlina Mohd Sharef, R. H. Abdullah, B. B. Zaidan, Osamah Shihab Albahri, Karrar Hameed Abdulkareem

Int. J. Inf. Technol. Decis. Mak., 2022

Multiobjective Deep Reinforcement Learning for Recommendation Systems.

Ee Yeo Keat, Nurfadhlina Mohd Sharef, Razali Yaakob, Khairul Azhar Kasmiran, Erzam Marlisah, Norwati Mustapha, Maslina Zolkepli

IEEE Access, 2022

2021

SEQ2SEQ++: A Multitasking-Based Seq2seq Model to Generate Meaningful and Relevant Answers.

Kulothunkan Palasundram, Nurfadhlina Mohd Sharef, Khairul Azhar Kasmiran, Azreen Azman

IEEE Access, 2021

Designing an Educational Chatbot: A Case Study of CikguAIBot.

Nurul Amelina Nasharuddin, Nurfadhlina Mohd Sharef, Evi Indriasari Mansor, Normalia Samian, Masrah Azrifah Azmi Murad, Mohd Khaizer Omar, Noreen Izza Arshad, Faaizah Shahbodin, Mohammad Hamiruce Marhaban

Proceedings of the Fifth International Conference on Information Retrieval and Knowledge Management, 2021

2020

Latent based temporal optimization approach for improving the performance of collaborative filtering.

Ismail Ahmed Al-Qasem Al-Hadi, Nurfadhlina Mohd Sharef, Md Nasir Sulaiman, Norwati Mustapha, Mehrbakhsh Nilashi

PeerJ Comput. Sci., 2020

Review of the Research Landscape of Multi-Criteria Evaluation and Benchmarking Processes for Many-Objective Optimization Methods: Coherent Taxonomy, Challenges and Recommended Solution.

R. T. Mohammed, R. Yaakob, A. A. Zaidan, Nurfadhlina Mohd Sharef, R. H. Abdullah, B. B. Zaidan, Kareem Abbas Dawood

Int. J. Inf. Technol. Decis. Mak., 2020

Normalization-based neighborhood model for cold start problem in recommendation system.

Aafaq Zahid, Nurfadhlina Mohd Sharef, Aida Mustapha

Int. Arab J. Inf. Technol., 2020

Enhancements to the Sequence-to-Sequence-Based Natural Answer Generation Models.

Kulothunkan Palasundram, Nurfadhlina Mohd Sharef, Khairul Azhar Kasmiran, Azreen Azman

IEEE Access, 2020

2019

Temporal Trends Analysis for Dengue Outbreak and Network Threats Severity Prediction Accuracy Improvement.

Nurfadhlina Mohd Sharef, Nor Azura Husin, Khairul Azhar Kasmiran, Mohd Izuan Hafez Ninggal

J. Digit. Inf. Manag., 2019

Sequence to Sequence Model Performance for Education Chatbot.

Kulothunkan Palasundram, Nurfadhlina Mohd Sharef, Nurul Amelina Nasharuddin, Khairul Azhar Kasmiran, Azreen Azman

Int. J. Emerg. Technol. Learn., 2019

Narrow Convolutional Neural Network for Arabic Dialects Polarity Classification.

Muath Alali, Nurfadhlina Mohd Sharef, Masrah Azrifah Azmi Murad, Hazlina Hamdan, Nor Azura Husin

IEEE Access, 2019

2018

An enhanced feature representation based on linear regression model for stock market prediction.

Hani A. K. Ihlayyel, Nurfadhlina Mohd Sharef, Mohd Zakree Ahmed Nazri, Azuraliza Abu Bakar

Intell. Data Anal., 2018

Temporal Based Factorization Approach for Solving Drift and Decay in Sparse Scoring Matrix.

Ismail Ahmed Al-Qasem Al-Hadi, Nurfadhlina Mohd Sharef, Md Nasir Sulaiman, Norwati Mustapha

Proceedings of the Recent Advances on Soft Computing and Data Mining, 2018

Multi-layers Convolutional Neural Network for Twitter Sentiment Ordinal Scale Classification.

Muath Alali, Nurfadhlina Mohd Sharef, Hazlina Hamdan, Masrah Azrifah Azmi Murad, Nor Azura Husin

Proceedings of the Recent Advances on Soft Computing and Data Mining, 2018

2017

Review on the advancements of disambiguation in semantic question answering system.

Hazrina Sofian, Nurfadhlina Mohd Sharef, Hamidah Ibrahim, Masrah Azrifah Azmi Murad, Shahrul Azman Mohd. Noah

Inf. Process. Manag., 2017

Sentiment Classification of Financial News Using Statistical Features.

Sepideh Foroozan Yazdani, Masrah Azrifah Azmi Murad, Nurfadhlina Mohd Sharef, Yashwant Prasad Singh, Ahmed Razman Abdul Latiff

Int. J. Pattern Recognit. Artif. Intell., 2017

An ontology development approach using concept maps driven by automatic term extraction.

Rizwan Iqbal, Masrah Azrifah Azmi Murad, Aida Mustapha, Nurfadhlina Mohd Sharef

Int. J. Inf. Commun. Technol., 2017

Bacterial foraging optimization algorithm with temporal features to solve data sparsity in recommendation system.

Ismail Ahmed Al-Qasem Al-Hadi, Nurfadhlina Mohd Sharef, Md Nasir Sulaiman, Norwati Mustapha

Proceedings of the Second International Conference on Internet of things and Cloud Computing, 2017

Ontology-based Aspect Extraction for an Improved Sentiment Analysis in Summarization of Product Reviews.

Ali Marstawi, Nurfadhlina Mohd Sharef, Teh Noranis Mohd Aris, Aida Mustapha

Proceedings of the 8th International Conference on Computer Modeling and Simulation, 2017

2016

Stylometric model for detecting oath expressions: A case study for Quranic texts.

Ahmad Alqurneh, Aida Mustapha, Masrah Azrifah Azmi Murad, Nurfadhlina Mohd Sharef

Digit. Scholarsh. Humanit., 2016

Overview and Future Opportunities of Sentiment Analysis Approaches for Big Data.

Nurfadhlina Mohd Sharef, Harnani Mat Zin, Samaneh Nadali

J. Comput. Sci., 2016

Ensemble Divide and Conquer Approach to Solve the Rating Scores' Deviation in Recommendation System.

Ismail Ahmed A. Al-Hadi, Nurfadhlina Mohd Sharef, Md Nasir Sulaiman, Norwati Mustapha

J. Comput. Sci., 2016

2015

A comparative study of evolving fuzzy grammar and machine learning techniques for text categorization.

Nurfadhlina Mohd Sharef, Trevor Martin, Khairul Azhar Kasmiran, Aida Mustapha, Md Nasir Sulaiman, Masrah Azrifah Azmi Murad

Soft Comput., 2015

IFM3IRS: Information fusion retrieval system with knowledge-assisted text and visual features based on medical conceptual model.

Hizmawati Madzin, Roziati Zainuddin, Nurfadhlina Mohd Sharef

Multim. Tools Appl., 2015

Evolving fuzzy grammar for crime texts categorization.

Nurfadhlina Mohd Sharef, Trevor P. Martin

Appl. Soft Comput., 2015

2014

Content-Based Analysis Method for Sentiment Scoring in Microblogging Mining.

Nurfadhlina Mohd Sharef, Fartash Haghanikhameneh

Proceedings of the New Trends in Software Methodologies, Tools and Techniques, 2014

2013

Detecting deceptive reviews using lexical and syntactic features.

Somayeh Shojaee, Masrah Azrifah Azmi Murad, Azreen bin Azman, Nurfadhlina Mohd Sharef, Samaneh Nadali

Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

Semantic question answering of umrah pilgrims to enable self-guided education.

Nurfadhlina Mohd Sharef, Masrah Azrifah Azmi Murad, Aida Mustapha, Saman Shishehchi

Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

A review of cyberbullying detection: An overview.

Samaneh Nadali, Masrah Azrifah Azmi Murad, Nurfadhlina Mohd Sharef, Aida Mustapha, Somayeh Shojaee

Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

A temporal-focused trustworthiness to enhance trust-based recommender systems.

Morteza Ghorbani Moghaddam, Aida Mustapha, Norwati Mustapha, Nurfadhlina Mohd Sharef

Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

An ontology engineering approach with a focus on human centered design.

Rizwan Iqbal, Masrah Azrifah Azmi Murad, Aida Mustapha, Nurfadhlina Mohd Sharef

Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

License plate localization using a Naïve Bayes classifier.

Alfian Abdul Halin, Nurfadhlina Mohd Sharef, Azrul Hazri Jantan, Lili Nurliyana Abdullah

Proceedings of the 2013 IEEE International Conference on Signal and Image Processing Applications, 2013

2012

Examining Text Categorization Methods for Incidents Analysis.

Nurfadhlina Mohd Sharef, Khairul Azhar Kasmiran

Proceedings of the Intelligence and Security Informatics - Pacific Asia Workshop, 2012

IMS: An improved medical retrieval model via medical-context aware query expansion and comprehensive ranking.

Nurfadhlina Mohd Sharef, Hizmawati Madzin

Proceedings of the 2012 International Conference on Information Retrieval & Knowledge Management, 2012

2011

Location Recognition with Fuzzy Grammar.

Nurfadhlina Mohd Sharef

Proceedings of the Knowledge Technology - Third Knowledge Technology Week, 2011

Case studies with evolving fuzzy grammars.

Trevor Martin, Nurfadhlina Mohd Sharef

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

2010

Text fragment identification with evolving fuzzy grammars.

Nurfadhlina Mohd Sharef

PhD thesis, 2010

Prediction of the MSCI EURO index based on fuzzy grammar fragments extracted from European Central Bank statements.

Viorel Milea, Nurfadhlina Mohd Sharef, Rui Jorge Almeida, Uzay Kaymak, Flavius Frasincar

Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Text fragment extraction using incremental evolving fuzzy grammar fragments learner.

Nurfadhlina Mohd Sharef, Yun Shen

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Order Independent Incremental Evolving Fuzzy Grammar Fragment Learner.

Nurfadhlina Mohd Sharef, Trevor Martin, Yun Shen

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Minimal Combination for Incremental Grammar Fragment Learning.

Nurfadhlina Mohd Sharef, Trevor Martin, Yun Shen

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009