Article

Sainin, Mohd Shamrie and Alfred, Rayner and Ahmad, Faudziah (2021) Ensemble Meta Classifier with Sampling and Feature Selection for Data with Multiclass Imbalance Problem. Journal of ICT, 20 (2). pp. 103-133. ISSN 1675-414X

Ghanimi, Hayder M. A. and Ab. Aziz, Azizi and Ahmad, Faudziah (2018) An Agent-Based Modeling for a Reader’s Cognitive Load and Performance. Advanced Science Letters, 24 (2). pp. 966-970. ISSN 1936-6612

Ghanimi, Hayder M. A. and Ab. Aziz, Azizi and Ahmad, Faudziah (2017) An Agent-Based Model for Refined Cognitive Load and Reading Performance in Reading Companion Robot. Journal of Telecommunication, Electronic and Computer Engineering, 9 (3-5). pp. 55-59. ISSN 2180-1843

Ghanimi, Hayder M. A. and Ab. Aziz, Azizi and Ahmad, Faudziah (2017) An agent-based model for refined cognitive load and reading performance in reading companion robot. Journal of Telecommunication, Electronic and Computer Engineering, 9 (3-5). pp. 55-59. ISSN 2180-1843

Sainin, Mohd Shamrie and Alfred, Rayner and Ahmad, Faudziah and Lammasha, Mohamed A.M (2017) An evaluation of feature selection methods on multi-class imbalance and high dimensionality shape-based leaf image features. Journal of Telecommunication, Electronic and Computer Engineering, 9 (1-2). pp. 57-61. ISSN 2180-1843

Jamil, Nurul Syafidah and Ku-Mahamud, Ku Ruhana and Mohamed Din, Aniza and Ahmad, Faudziah and Che Pa, Noraziah and Wan Ishak, Wan Hussain and Din, Roshidi and Ahmad, Farzana Kabir (2017) A subject identification method based on term frequency technique. International Journal of Advanced Computer Research, 7 (30). pp. 103-110. ISSN 22497277

Ghanimi, Hayder M. A. and Ab. Aziz, Azizi and Ahmad, Faudziah (2016) On modelling cognitive load during reading task. Malaysian Journal of Human Factors and Ergonomics, 1 (1). pp. 55-61.

Mat Aji, Zahurin and Yusop, Nor Iadah and Ahmad, Faudziah and Ab. Aziz, Azizi and M. Jawad, Zaid (2016) Conceptual model of technological change on telecentre effectiveness. Computer and Information Science, 9 (2). pp. 10-18. ISSN 1913-8997

Ab. Aziz, Azizi and Ahmad, Faudziah and Yusoff, Nooraini and Ahmad, Farzana Kabir and Mohd Yusof, Shahrul Azmi (2016) Formal analysis of temporal dynamics properties in anxiety states and traits. Journal of Telecommunication, Electronic and Computer Engineering, 8 (8). pp. 133-138. ISSN 2180-1843

Sainin, Mohd Shamrie and Ahmad, Faudziah and Alfred, Rayner (2016) Improving the identification and classification of Malaysian medicinal leaf images using ensemble method. Proceeding of the First International Conference on ICT for Transformation 2016. ISSN 978-967-0910-12-3

Ahmad, Faudziah and Ku-Mahamud, Ku Ruhana and Sainin, Mohd Shamrie and Airuddin, Ahmad (2015) Leaf lesion classification (LLC) algorithm based on artificial bee colony (ABC). ARPN Journal of Engineering and Applied Sciences, 10 (3). pp. 1311-1315. ISSN 1819-6608

Yusop, Nor Iadah and Ahmad, Faudziah and Mat Aji, Zahurin and Ab. Aziz, Azizi (2015) A computational model for dynamics in effective usage of ICT public access centre. ARPN Journal of Engineering and Applied Sciences, 10 (3). pp. 1494-1498. ISSN 1819-6608

Al-Duais, Mohameed Sarhan and Yaakub, Abd Razak and Yusoff, Nooraini and Ahmad, Faudziah (2015) A novel strategy for speed up training for back propagation algorithm via dynamic adaptive the weight training in artificial neural network. Research Journal of Applied Sciences, Engineering and Technology, 9 (3). pp. 189-200. ISSN 2040-7459

Habeeb, Imad Q. and Mohd Yusof, Shahrul Azmi and Ahmad, Faudziah (2014) Two bigrams based language model for auto correction of Arabic OCR errors. International Journal of Digital Content Technology and its Applications (JDCTA), 8 (1). pp. 72-80. ISSN 2233-9310

Ku Mahamud, Ku Ruhana and Mohamed Din, Aniza and Che Pa, Noraziah and Ahmad, Faudziah and Wan Ishak, Wan Hussain and Kabir Ahmad, Farzana and Din, Roshidi (2014) Object-Based Knowledge Representation of Female Related Issues from The Holy Quran. Journal of Information and Communication Technology, 13. pp. 145-161. ISSN 2180-3862

Ku-Mahamud, Ku Ruhana and Mohamed Din, Aniza and Che Pa, Noraziah and Ahmad, Faudziah and Wan Ishak, Wan Hussain and Ahmad, Farzana Kabir and Din, Roshidi (2014) Object-based knowledge representation of famale related issues from the Holy Quran. Journal of Information and Communication Technology (JICT), 13. pp. 145-161. ISSN 1675-414X

Mohamad Rasli, Ruziana and Ahmad, Faudziah and Kamaruddin, Siti Sakira (2014) A comparative study of conceptual graph and concept map. ARPN Journal of Engineering and Applied Sciences, 9 (9). pp. 1442-1446. ISSN 1819-6608

Al-Abiachi, Ashwak M. and Mahmod, Ramlan and Ahmad, Faudziah (2014) A cylindrical coordinate system with dynamic permutation table for blowfish algorithm. International Journal of Soft Computing, 9 (5). pp. 318-332. ISSN 1816-9503

Ab. Aziz, Azizi and Ahmad, Faudziah and Che Pa, Noraziah and Mohd Yusof, Shahrul Azmi (2013) Verification of an agent model for chronic fatigue syndrome. International Journal of Digital Content Technology and its Applications (JDCTA), 7 (14). pp. 25-32. ISSN 2233-9310

Ab. Aziz, Azizi and Ahmad, Faudziah (2013) A Multi-agent model for supporting exchange dynamics in social support networks during stress. Brain and Health Informatics, 8211. pp. 103-114. ISSN 0302-9743

Al-Abiachi, Ashwak M. and Mahmood, Ramlan and Ahmad, Faudziah and S. Mechee, Mohammed (2013) Randomness analysis on blowfish block cipher using ECB and CBC modes. Journal of Applied Sciences, 13 (6). pp. 768-789. ISSN 18125654

Ku-Mahamud, Ku Ruhana and Ahmad, Faudziah and Mat Kasim, Maznah and Abd Ghani, Nor Farzana and Abdullah, Fader (2012) Performance modeling of projects with multi-variate input and an output using data envelopment analysis. WSEAS Transactions on Business and Economics, 2 (9). pp. 100-115. ISSN 2224-2899

Ab. Aziz, Azizi and Ahmad, Faudziah and Hintaya, Houzifa M. (2012) An agent model for temporal dynamics analysis of a person with chronic fatigue syndrome. Brain Informatics, 7670. pp. 107-118. ISSN 0302-9743

Mohamad Mohsin, Mohamad Farhan and Ahmad, Faudziah and Mohamed Din, Aniza and Ku-Mahamud, Ku Ruhana and Din, Roshidi (2011) Suitability of training programme based on integrity traits identification. International Journal of Scientific & Engineering Research, 2 (12). pp. 1-8. ISSN 2229-5518

Ahmad, Faudziah and Ahmad, Khairul Bariah and Othman, Azliza (2011) Visualization approach to effective decision making on hydrological data. International Journal of Social Science and Humanity, 2 (3). pp. 242-247. ISSN 2010-3646

Hussain, Omar and Ahmad, Faudziah and Yahaya, Jamaiah (2009) Comparison of quantitative and qualitative methods of e-commerce websites evaluation. MASAUM Journal of Reviews and Surveys, 1 (1). pp. 20-26. ISSN 2076-5932

Ahmad, Faudziah and Zakaria, Nur Haryani and Katuk, Norliza and Sheikh Osman, Nur Wan Rozaini (2008) Knowledge-based agricultural hub. Communications of the IBIMA, 2 (9). pp. 63-67. ISSN 1943-7765

Book Section

Sainin, Mohd Shamrie and Alfred, Rayner and Adnan, Fairuz and Ahmad, Faudziah (2018) Combining sampling and ensemble classifier for multiclass imbalance data learning. In: Computational Science and Technology. Springer, Singapore, pp. 262-272. ISBN 978-981-10-8275-7

Ab. Aziz, Azizi and Abdul Hussain, Wadhah A. and Ahmad, Faudziah and Yusoff, Nooraini and Ahmad, Farzana Kabir (2016) An agent model for analysis of trust dynamics in short-term human-robot interaction. In: Computational Intelligence in Information Systems. Springer International Publishing, pp. 81-93. ISBN 978-3-319-48516-4

Ghanimi, Hayder M. A. and Ab. Aziz, Azizi and Ahmad, Faudziah (2016) An ambient agent model for a reading companion robot. In: Computational Intelligence in Information Systems. Advances in Intelligent Systems and Computing, 532 . Springer International Publishing AG 2017, pp. 94-106. ISBN 978-3-319-48516-4

Ku-Mahamud, Ku Ruhana and Ahmad, Faudziah and Abd Razak, Rafidah and Abd Ghani, Nor Farzana Case 3: Infusion-ing the information technology resources efficiently. In: Case study on management. Research and Innovation Management Centre (RIMC), Sintok, pp. 55-74. ISBN 978-983-2078-41-8

Monograph

Abd Wahab, Alawiyah and Ahmad, Faudziah and Baharom, Fauziah and Yahaya, Jamaiah (2014) E-commerce quality and evaluation framework based on technical and user perspectives. Project Report. Universiti Utara Malaysia, Sintok. (Unpublished)

Din, Roshidi and Ahmad, Faudziah and Ku-Mahamud, Ku Ruhana and Mohamed Din, Aniza (2012) Investigating teacher's integrity through association rule mining. Project Report. Universiti Utara Malaysia, Sintok. (Unpublished)

Ku-Mahamud, Ku Ruhana and Mat Kasim, Maznah and Abd Ghani, Nor Farzana and Abdullah, Fader and Ahmad, Faudziah and Abd Razak, Rafidah (2010) Efficiency measurement of business units using non-parametric method. Project Report. Universiti Utara Malaysia. (Unpublished)

Ahmad, Faudziah and Sheik Osman, Wan Rozaini and Abd Ghani, Nor Farzana (2010) Performance evaluation of Agribazaar. Project Report. Universiti Utara Malaysia. (Unpublished)

Conference or Workshop Item

Sainin, Mohd Shamrie and Alfred, Rayner and Ahmad, Faudziah (2016) ENBFS+kNN: Hybrid ensemble classifier using entropy-based naïve Bayes with feature selection and k-nearest neighbor. In: 2016 International Conference on Applied Science and Technology (ICAST 2016), 11–13 April 2016, Kedah, Malaysia.

Ab. Aziz, Azizi and Ahmad, Faudziah and Yusoff, Nooraini and Ahmad, Farzana Kabir and Mohd Yusof, Shahrul Azmi (2016) Formal analysis of temporal dynamics in anxiety states and traits for virtual patients. In: 2016 International Conference on Applied Science and Technology (ICAST 2016), 11–13 April 2016, Kedah, Malaysia.

Ab. Aziz, Azizi and Ahmad, Faudziah and Yusop, Nor Iadah and Mat Aji, Zahurin (2016) Agent based model for measuring the implication of technological change on telecentre's operation. In: International Conference on ICT for Transformation 2016, 05-07 April 2016, Center for postgraduate UMS Sabah Malaysia.. (Unpublished)

Sainin, Mohd Shamrie and Ahmad, Faudziah and Alfred, Rayner (2016) Improving the identification and classification of Malaysian medical leaf images using ensemble method. In: International Conference on ICT for Transformation 2016, 05-07 April 2016, Center for postgraduate UMS Sabah Malaysia.. (Unpublished)

Sainin, Mohd Shamrie and Ahmad, Faudziah and Alfred, Rayner (2016) Comparison of half and full-leaf shape feature extraction for leaf classification. In: International Conference on Applied Science and Technology 2016 (ICAST’16), 11–13 April 2016, Kedah, Malaysia.

Ab. Aziz, Azizi and Ahmad, Faudziah and Yusoff, Nooraini and Ahmad, Farzana Kabir and Mohd Yusof, Shahrul Azmi (2015) Designing a robot-assisted therapy for individuals with anxiety traits and states. In: International Symposium on Agents, Multi-Agent Systems and Robotics (ISAMSR 2015), 18-19 August, 2015, Universiti Tenaga Nasional (UNITEN), Putrajaya, Malaysia.

Sainin, Mohd Shamrie and Ahmad, Faudziah and Alfred, Rayner (2015) Ensemble classifier and resampling for imbalanced multiclass learning. In: 5th International Conference on Computing and Informatics (ICOCI) 2015, 11-13 August 2015, Istanbul, Turkey.

Ahmad, Faudziah and Airuddin, Ahmad (2014) Categories leaf healthiness using RGB spectrum and fuzzy logic. In: Knowledge Management International Conference 2014 (KMICe2014), 12-15 August 2014, Langkawi, Malaysia.

Abd Wahab, Alawiyah and Ahmad, Faudziah and Baharom, Fauziah and Yahaya, Jamaiah (2014) A case study of quality evaluation from consumers’ perspectives on Malaysian B2C e-commerce websites. In: The Annual International Conference on Management and Technology in Knowledge, Service, Tourism and Hospitality 2013 (SERVE 2013), 14-15 December 2013, Jakarta, Indonesia.

Ab. Aziz, Azizi and Yusop, Nor Iadah and Mat Aji, Zahurin and Ahmad, Faudziah (2013) A computational model for dynamics in effective usage of ICT public access centre. In: International Symposium on System Engineering and Computer Simulation (SECS-2013), 18-21 Dec 2013, Da Nang, Vietnam.

Husni, Moath and Baharom, Fauziah and Ahmad, Faudziah (2013) Identification of suitable web application development methods for small software firms. In: 4th International Conference on Computing and Informatics (ICOCI 2013), 28 -30 August 2013, Kuching, Sarawak, Malaysia.

Al-Abiachi, Ashwak M. and Ahmad, Faudziah and Mahmod, Ramlan (2013) Security analysis of blowfish algorithm. In: Second International Conference on Informatics and Applications (ICIA), 23-25 Sept. 2013, Lodz, Poland.

Ahmad, Faudziah and Baharom, Fauziah and Husni, Moath (2012) Agile development methods for developing web application in small software firms. In: Knowledge Management International Conference (KMICe) 2012, 4 – 6 July 2012, Johor Bahru, Malaysia.

Ahmad, Faudziah and Yahaya, Jamaiah and Tarawneh, Omar and Baharom, Fauziah and Abd Wahab, Alawiyah (2012) B2C quality evaluation factors from Jordanian consumer perspective. In: Knowledge Management International Conference (KMICe) 2012, 4 – 6 July 2012, Johor Bahru, Malaysia.

Ku-Mahamud, Ku Ruhana and Ahmad, Faudziah and Mohamed Din, Aniza and Wan Ishak, Wan Hussain and Ahmad, Farzana Kabir and Din, Roshidi and Che Pa, Noraziah (2012) Semantic network representation of female related issues from the Holy Quran. In: Knowledge Management International Conference (KMICe) 2012, 04-04 July 2012, Johor Bahru, Malaysia.

Ku-Mahamud, Ku Ruhana and Che Arshad, Noraziah and Mohamed Din, Aniza and Ahmad, Faudziah and Wan Ishak, Wan Hussain and Ahmad, Farzana Kabir and Din, Roshidi (2012) Knowledge representation using semantic network for female related issues from the Holy Quran. In: 3rd World Conference on Information Technology (WCIT- 2012), 14-16 November 2012, University of Barcelon, Barcelona, Spain.. (Unpublished)

Mohamed Din, Aniza and Ahmad, Faudziah and Mohamad Mohsin, Mohamad Farhan and Ku-Mahamud, Ku Ruhana and Theab, Mustafa Muwafak (2011) Face recognition for remote database backup system. In: 6th International Conference on Computer Sciences and Convergence Information Technology (ICCIT), Nov. 29 2011-Dec. 1 2011, Seogwipo.

Mohamad Mohsin, Mohamad Farhan and Ahmad, Faudziah and Mohamed Din, Aniza and Ku-Mahamud, Ku Ruhana and Din, Roshidi (2011) An intelligent trainee selection model. In: 6th International Conference on Computer Sciences and Convergence Information Technology (ICCIT), 2011, Nov. 29 2011 - Dec. 1 2011, Seogwipo.

Ku-Mahamud, Ku Ruhana and Abd Ghani, Nor Farzana and Ahmad, Faudziah and Mat Kasim, Maznah and Abdullah, Fader (2011) Data envelopment analysis implementation in producing the projection of inefficient IT projects. In: 2011 Fifth UKSim European Symposium on Computer Modeling and Simulation (EMS), 16-18 Nov. 2011, Madrid.

Ku-Mahamud, Ku Ruhana and Ahmad, Faudziah and Abd Ghani, Nor Farzana and Mat Kasim, Maznah and Abdullah, Fader (2011) Relative efficiency assessment of projects using data envelopment analysis. In: 6th International Conference on Computer Sciences and Convergence Information Technology (ICCIT), Nov. 29 2011-Dec. 1 2011, Seogwipo, South Korea.

Ahmad, Faudziah and Yahaya, Jamaiah and Tarawneh, Omar and Baharom, Fauziah and Abd Wahab, Alawiyah (2011) E-commerce (B2C) evaluation practices: A pilot study on Jordanian consumers' perspectives. In: 3rd International Conference on Computing and Informatics (ICOCI 2011), 8-9 June 2011, Bandung, Indonesia.

Ahmad, Faudziah and Ku-Mahamud, Ku Ruhana and Mohamed Din, Aniza and Mohamad Mohsin, Mohamad Farhan (2011) Dimensional ranking and reduction approach for finding optimal stock price influencing factors: An empirical study. In: 6th International Conference on Computer Sciences and Convergence Information Technology (ICCIT), 29 November - 01 Disember 2011, International Convention Center Jeju Seogwipo, Korea (South).

Mohamad Mohsin, Mohamad Farhan and Ahmad, Faudziah and Mohamed Din, Aniza and Ku-Mahamud, Ku Ruhana and Din, Roshidi (2011) Weakest integrity traits identification of teachers using association rule mining. In: 6th International Conference on Computer Sciences and Convergence Information Technology (ICCIT), 29 November - 01 Disember 2011, International Convention Center Jeju Seogwipo, Korea (South).

Al-Abiachi, Ashwak M. and Ahmad, Faudziah and Ku-Mahamud, Ku Ruhana (2011) A competitive study of cryptography techniques over block cipher. In: 2011 UkSim 13th International Conference on Computer Modelling and Simulation (UKSim), March 30 2011-April 1 2011 , Cambridge .

Al-Abiachi, Ashwak M. and Ahmad, Faudziah and Ku-Mahamud, Ku Ruhana (2011) A conceptual design of novel modern random key-stream generator for high immunity correlation attack. In: 2011 UkSim 13th International Conference on Computer Modelling and Simulation (UKSim), March 30 2011-April 1 2011 , Cambridge .

Ku-Mahamud, Ku Ruhana and Abdullah, Fader and Mat Kasim, Maznah and Abd Ghani, Nor Farzana and Ahmad, Faudziah (2010) Efficiency measurement model of product based on non-parametric method. In: Social Economic & Information Technology (SEIT) Seminar, 23-25 November 2010, Hatyai, Thailand. (Unpublished)

Ahmad, Faudziah and Basir, Mohammad Aizat (2009) Data mining reduction methods and performances of rules. In: International Conference on Computing and Informatics 2009 (ICOCI09), 24-25 June 2009, Legend Hotel, Kuala Lumpur.

Ahmad, Faudziah and Abu Bakar, Azuraliza and Hamdan, Abdul Razak (2009) Indicator selection based on Rough Set Theory. In: International Conference on Computing and Informatics 2009 (ICOCI09), 24-25 June 2009, Legend Hotel, Kuala Lumpur.

Ahmad, Faudziah and Zakaria, Nur Haryani and Sheik Osman, Wan Rozaini (2008) Transforming information-based agricultural portal to knowledge-based agricultural hub. In: 3rd International Conference on Information and Communication Technologies: From Theory to Applications, 2008 (ICTTA 2008), 7-11 April 2008, Damascus, Syria.

Kasiran, Mohd Khairudin and Ahmad, Faudziah and Meziane, Farid (2006) The implementation of third party endorsement as knowledge repository agent for creating trust in Malaysian's electronic banking industries. In: International Conference on Computing & Informatics, 2006 (ICOCI '06), 6-8 June 2006, Kuala Lumpur.