Article

Al-Dyani, Wafa Zubair and Ahmad, Farzana Kabir and Kamaruddin, Siti Sakira (2019) Event detection model for facebook news posts. International Journal of Innovative Technology and Exploring Engineering, 9 (1). pp. 98-102. ISSN 2278-3075

Abdulrahman, Saifuldeen H. and Kamaruddin, Siti Sakira and Othman, Nafishah (2018) The status of government to citizens ICT services in Iraq under the impact of man-made disaster. Journal of Information System and Technology Management, 3 (9). pp. 1-15. ISSN 0128-1666

Alkubaisi, Ghaith Abdulsattar A. Jabbar and Kamaruddin, Siti Sakira and Husni, Husniza (2018) Conceptual framework for stock market classification model using sentiment analysis on twitter based on hybrid Naïve Bayes Classifiers. International Journal of Engineering & Technology, 7 (2.14). pp. 57-61. ISSN 2227-524X

Kamaruddin, Siti Sakira and Yusof, Yuhanis and Abu Bakar, Nur Azzah and Ahmed Tayie, Mohamed and Abdulsattar A.Jabbar Alkubaisi, Ghaith (2018) Graph-based Representation for Sentence Similarity Measure : A Comparative Analysis. International Journal of Engineering & Technology, 7 (2.14). pp. 32-35. ISSN 2227-524X

A.Jabbar Alkubaisi, Ghaith Abdulsattar and Kamaruddin, Siti Sakira and Husni, Husniza (2018) Stock market classification model using sentiment analysis on twitter based on hybrid naive bayes classifiers. Computer and Information Science, 11 (1). pp. 52-64. ISSN 1913-8989

Ahmad, Farzana Kabir and Kamaruddin, Siti Sakira and Yusof, Yuhanis and Yusoff, Nooraini (2018) Synergy Network Inference Model Based on Heterogeneous Data Integration. Advanced Science Letters, 24 (2). pp. 1076-1079. ISSN 1936-6612

Husni, Husniza and Nik Him, Nik Nurhidayat and Radi, Mohamad M. and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2017) Automatic transcription and segmentation accuracy of dyslexic children’s speech. AIP Conference Proceedings, 1891. pp. 1-6. ISSN 0094-243X

Mohd Nadzir, Maslinda and Othman, Nafishah and Kamaruddin, Siti Sakira (2017) A Preliminary study on social media use in government agencies. Advanced Science Letters, 23 (11). pp. 10488-10491. ISSN 1936-6612

Taiye, Mohammed Ahmed and Kamaruddin, Siti Sakira and Ahmad, Farzana Kabir (2017) Representing semantics of text by acquiring its canonical form. International Journal on Advanced Science, Engineering and Information Technology, 7 (3). pp. 808-814. ISSN 2088-5334

Kamaruddin, Siti Sakira and Yusof, Yuhanis and Husni, Husniza and Al Refai, Mohammad Hayel (2016) Text classification using modified multi class association rule. Jurnal Teknologi, 78 (8-2). ISSN 0127-9696

Yusof, Yuhanis and Ahmad, Farzana Kabir and Kamaruddin, Siti Sakira and Omar, Mohd Hasbullah and Mohamed, Athraa Jasim (2015) Short term traffic forecasting based on hybrid of firefly algorithm and least squares support vector machine. Soft Computing in Data Science, 545. pp. 164-173. ISSN 1865-0929

Kamaruddin, Siti Sakira and Abu Bakar, Azuraliza and Hamdan, Abdul Razak and Mat Nor, Fauzias and Ahmad Nazri, Mohd Zakree and Ali Othman, Zulaiha and Hussein, Ghassan Saleh (2015) A text mining system for deviation detection in financial documents. Intelligent Data Analysis, 19 (s1). S19-S44. ISSN 1088467X

Tuan Muda, Tuan Zalizam and Din, Roshidi and Kamaruddin, Siti Sakira and Yusof, Yuhanis (2014) Colour feature based analysis on content-based image retrieval techniques. International Journal of Digital Content Technology and its Applications (JDCTA), 8 (3). p. 55. ISSN 2233-9310

Mustaffa, Zuriani and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2014) Enhanced ABC-LSSVM For Energy Fuel Price Prediction. Journal of Information and Communication Technology, 12. pp. 73-101. ISSN 2180-3862

Mustaffa, Zuriani and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2014) Enhanced artificial bee colony for training least squares support vector machines in commodity price forecasting. Journal of Computational Science, 5 (2). pp. 196-205. ISSN 1877-7503

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

Yusof, Yuhanis and Kamaruddin, Siti Sakira and Husni, Husniza and Ku-Mahamud, Ku Ruhana and Mustaffa, Zuriani (2013) Forecasting model based on LSSVM and ABC for natural resource commodity. International Journal of Computer Theory and Engineering, 5 (6). pp. 906-909. ISSN 1793-8201

Yahaya, Jamaiah and Deraman, Aziz and Kamaruddin, Siti Sakira and Ahmad, Ruzita (2013) Intelligent software quality model using feature ranking technique. International Journal of Advancements in Computing Technology (IJACT), 5 (13). pp. 80-88. ISSN 2233-9337

Mustaffa, Zuriani and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2013) Enhanced ABD-LSSVM for energy fuel price prediction. Journal of Information and Communication Technology (JICT), 12 (2013). pp. 73-101. ISSN 1675-414X

Kamaruddin, Siti Sakira and Hamdan, Abdul Razak and Abu Bakar, Azuraliza and Mat Nor, Fauzias (2012) Deviation detection in text using conceptual graph interchange format and error tolerance dissimilarity function. Intelligent Data Analysis, 16 (3). pp. 487-511. ISSN 1088-467X

Kamaruddin, Siti Sakira and Hamdan, Abdul Razak and Abu Bakar, Azuraliza and Mat Nor, Fauzias (2009) Conceptual graph interchange format for mining financial statements. Rough Sets and Knowledge Technology, 5589. pp. 579-586. ISSN 0302-9743

Book Section

Mustaffa, Zuriani and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2014) An enhanced artificial bee colony optimizer for predictive analysis of heating oil prices using least squares support vector machines. In: Biologically-Inspired Techniques for Knowledge Discovery and Data Mining. IGI Global, pp. 149-173. ISBN 9781466660786

Abd Razak, Rafidah and Md Dahalin, Zulkhairi and Dahari@Damiri, Rohaya and Kamaruddin, Siti Sakira and Abdullah, Sahadah (2008) Evaluation of Enterprise Information Architecture (EIA) practices in Malaysia. In: Research and Practical Issues of Enterprise Information Systems II. IFIP International Federation for Information Processing, 255 (255). Springer US, pp. 1011-1017. ISBN 978-0-387-76311-8

Abd Razak, Rafidah and Md Dahalin, Zulkhairi and Dahari@Damiri, Rohaya and Kamaruddin, Siti Sakira and Abdullah, Sahadah (2007) Enterprise Information Architecture (EIA): Assessment of current practices in Malaysian organizations. In: 40th Annual Hawaii International Conference on System Sciences (HICSS'07), Big Island, Hawaii, 3-6 January 2007. IEEE Computer Society, pp. 1-8. ISBN 0-7695-2755-8

Md Dahalin, Zulkhairi and Abd Razak, Rafidah and Dahari@Damiri, Rohaya and Kamaruddin, Siti Sakira and Abdullah, Sahadah (2006) Enterprise information architecture: Empirical evidence to support Zachman Framework in Malaysia. In: Proceedings of Knowledge Management International Conference & Exhibition (KMICE) , 6 - 8 June 2006 Legend Hotel Kuala Lumpur. Faculty of Information Technology, Universiti Utara Malaysia, Sintok, pp. 665-670. ISBN 9833282903

Monograph

Kabir Ahmad, Farzana and Kamaruddin, Siti Sakira and Yusof, Yuhanis and Yusoff, Nooraini (2021) Bat Algorithm for Complex Event Pattern Detection in Sentiment Analysis. Technical Report. UUM. (Submitted)

Kamaruddin, Siti Sakira and Yahaya, Jamaiah and Deraman, Aziz (2014) Intelligent software quality and assessment model based on software behavioral and human factor approach. Project Report. Universiti Utara Malaysia, Sintok. (Unpublished)

Tuan Muda, Tuan Zalizam and Mohamad Rasli, Ruziana and Yusof, Yuhanis and Kamaruddin, Siti Sakira and Abu Bakar, Juhaida and Din, Roshidi (2012) Comparative analysis of content-based image retrieval techniques. Project Report. Universiti Utara Malaysia. (Unpublished)

Kamaruddin, Siti Sakira (2006) A connectionist model to predict rice yield based on disease infection. Project Report. Universiti Utara Malaysia. (Unpublished)

Kamaruddin, Siti Sakira and Yusof, Yuhanis Exploring Canonical Data Model for Text Clustering (S/O 12828). Project Report. UUM. (Submitted)

Conference or Workshop Item

Mahmod, Musyrifah and Kamaruddin, Siti Sakira (2018) The Switching of Learning Management System: A Case Study on UUM Online Learning Acceptance. In: Knowledge Management International Conference (KMICe) 2018, 25 –27 July 2018, Miri Sarawak, Malaysia.

Kamaruddin, Siti Sakira and Mahmod, Musyrifah and Marzuki @ Matt, Zaharin (2017) Making the Switch from Learningzone to UUM Online Learning. In: 2nd International Case Study Conference (ICSC 2017), 30th-31st October 2017, Adya Hotel, Langkawi Island, Kedah, Malaysia.

Husni, Husniza and Yusof, Yuhanis and Kamaruddin, Siti Sakira and Nik Him, Nik Nurhidayat (2015) Dyslexic children's reading: building a speech recognition engine using automatic transcription and labeling. In: 8th International Conference of Education, Research and Innovation, 18-20 November, 2015, Seville, Spain.

Yusof, Yuhanis and Mustaffa, Zuriani and Kamaruddin, Siti Sakira (2014) Data normalization techniques in swarm-based forecasting models for energy commodity spot price. In: 3rd International Conference on Computer Engineering and Mathematical Sciences (ICCEMS 2014), 4-5 December 2014, Langkawi, Malaysia. (Unpublished)

Mustaffa, Zuriani and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2014) Application of LSSVM by ABC in energy commodity price forecasting. In: 2014 IEEE 8th International Power Engineering and Optimization Conference (PEOCO), 24-25 March 2014, Langkawi, Kedah, Malaysia.

Mustaffa, Zuriani and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2014) Gasoline price forecasting: An application of LSSVM with improved ABC. In: 2nd International Conference on Innovation, Management and Technology Research, 22 – 23 September, 2013, Klana Resort, Negeri Sembilan, Malaysia.

Husni, Husniza and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2013) Spoken Malay language influence on automatic transcription and segmentation. In: 4th International Conference on Computing and Informatics (ICOCI 2013), 28 -30 August 2013, Kuching, Sarawak, Malaysia.

Husni, Husniza and Yusof, Yuhanis and Kamaruddin, Siti Sakira (2013) Evaluation of automated phonetic labeling and segmentation for dyslexic children’s speech. In: World Congress on Engineering 2013, 3 - 5 July 2013, London, U.K.

Kamaruddin, Siti Sakira and Yusof, Yuhanis and Abu Bakar, Nur Azzah (2013) Semantic similarity measure for graph-based sentences. In: Second International Conference on Advances in Computer and Information Technology (ACIT), 04 May 2013 - 05 May 2013, Malaysia.

Kamaruddin, Siti Sakira and Yahaya, Jamaiah and Deraman, Aziz and Ahmad, Ruzita (2012) Filter-wrapper based feature ranking technique for dynamic software quality attributes. In: Knowledge Management International Conference (KMICe) 2012, 4 – 6 July 2012, Johor Bahru, Malaysia.

Yahaya, Jamaiah and Deraman, Aziz and Kamaruddin, Siti Sakira and Ahmad, Ruzita (2011) Intelligent software quality model: The theoretical framework. In: 3rd International Conference on Computing and Informatics (ICOCI 2011), 8-9 June 2011, Bandung, Indonesia.

Kamaruddin, Siti Sakira and Deraman, Aziz and Yahaya, Jamaiah and Ahmad, Ruzita (2011) Feature subset selection method for dynamic software quality assessment. In: 5th Malaysian Conference in Software Engineering (MySEC), 13 Dec - 14 Dec 2011, TBD Johor Bahru, Malaysia.

Kamaruddin, Siti Sakira and Hamdan, Abdul Razak and Abu Bakar, Azuraliza and Mat Nor, Fauzias (2009) Automatic extraction of performance indicators from financial statements. In: International Conference on Electrical Engineering and Informatics, 2009 (ICEEI '09), 5-7 Aug. 2009, Selangor.

Kamaruddin, Siti Sakira and Hamdan, Abdul Razak and Abu Bakar, Azuraliza and Mat Nor, Fauzias (2009) Dissimilarity algorithm on conceptual graphs to mine text outliers. In: 2nd Conference on Data Mining and Optimization, 2009 (DMO '09), 27-28 October 2009, Selangor, Malaysia.

Kamaruddin, Siti Sakira and Abu Bakar, Azuraliza and Hamdan, Abdul Razak and Mat Nor, Fauzias (2008) Conceptual graph formalism for financial text representation. In: International Symposium on Information Technology 2008 (ITSim 2008), 26-28 August 2008, Kuala Lumpur.

Kamaruddin, Siti Sakira and Abu Bakar, Azuraliza and Hamdan, Abdul Razak and Mat Nor, Fauzias (2008) Conceptual graph formalism for financial text representation. In: International Symposium on Information Technology 2008 (ITSim 2008), 26-28 August 2008, Kuala Lumpur.

Wan lsmail @ W. Abdullah, Wan Hazimah and Kamaruddin, Siti Sakira and Sainin, Mohd Shamrie (2006) Text categorization using naive bayes algorithm. In: Prosiding Konferensi ICT Kebangsaan, January 17, 2006, UiTM Perlis. (Unpublished)

Book

Din, Roshidi and Kamaruddin, Siti Sakira and Amphawan, Angela and Omar, Mohd Nizam (2015) Basic discrete structures. Universiti Utara Malaysia Press, Sintok. ISBN 978-967-0876-17-7