From Raw Polyphonic Audio to Locating Recurring Themes. - Thomas von Schroeter; Shyamala Doraisamy; Stefan M. Rüger (ISMIR, 2000)

An Approach Towards A Polyphonic Music Retrieval System. - Shyamala Doraisamy (ISMIR, 2001)

A Comparative and Fault-tolerance Study of the Use of N-grams with Polyphonic Music. - Shyamala Doraisamy; Stefan M. Rüger (ISMIR, 2002)

Position Indexing of Adjacent and Concurrent N-Grams for Polyphonic Music Retrieval. - Shyamala Doraisamy; Stefan M. Rüger (ISMIR, 2003)

Robust Polyphonic Music Retrieval with N-grams. - Shyamala Doraisamy; Stefan M. Rüger (J. Intell. Inf. Syst., 2003)

A Polyphonic Music Retrieval System Using N-Grams. - Shyamala Doraisamy; Stefan M. Rüger (ISMIR, 2004)

Factors Affecting Automatic Genre Classification: An Investigation Incorporating Non-Western Musical Forms. - Noris Mohd. Norowi; Shyamala Doraisamy; Rahmita Wirza O. K. Rahmat (ISMIR, 2005)

Polyphonic music retrieval: the n-gram approach. - Shyamala Doraisamy (SIGIR Forum, 2005)

Towards a MIR System for Malaysian Music. - Shyamala Doraisamy; Hamdan Adnan; Noris Mohd. Norowi (ISMIR, 2006)

A Review on Concepts, Algorithms and Recognition Based Applications of Artificial Immune System. - Shahram Golzari; Shyamala Doraisamy; Md. Nasir bin Sulaiman; Nur Izura Udzir (CSICC, 2008)

A Comprehensive Study in Benchmarking Feature Selection and Classification Approaches for Traditional Malay Music Genre Classification. - Shahram Golzari; Shyamala Doraisamy; Noris Mohd. Norowi; Md Nasir Sulaiman; Nur Izura Udzir (DMIN, 2008)

Notes on Using Nonlinear Resource Allocation Methods in AIRS Classifier. - Shahram Golzari; Shyamala Doraisamy; Md Nasir Sulaiman; Nur Izura Udzir (DMIN, 2008)

Artificial Immune Recognition System with Nonlinear Resource Allocation Method and Application to Traditional Malay Music Genre Classification. - Shahram Golzari; Shyamala Doraisamy; Md Nasir Sulaiman; Nur Izura Udzir; Noris Mohd Norowi (ICARIS, 2008)

A Study on Feature Selection and Classification Techniques for Automatic Genre Classification of Traditional Malay Music. - Shyamala Doraisamy; Shahram Golzari; Noris Mohd. Norowi; Md Nasir Sulaiman; Nur Izura Udzir (ISMIR, 2008)

Improving the accuracy of AIRS by incorporating real world tournament selection in resource competition phase. - Shahram Golzari; Shyamala Doraisamy; Md Nasir Sulaiman; Nur Izura Udzir (IEEE Congress on Evolutionary Computation, 2009)

A Real-Time Note Transcription Technique Using Static and Dynamic Window Sizes. - Farshad Arvin; Shyamala Doraisamy (ICSAP, 2009)

Word Sense Disambiguation-based Sentence Similarity. - ChukFong Ho; Masrah Azrifah Azmi Murad; Rabiah Abdul Kadir; Shyamala C. Doraisamy (COLING (Posters), 2010)

Measuring Sentence Similarity from Both the Perspectives of Commonalities and Differences. - Ho Chuk Fong; Masrah Azrifah Azmi Murad; Shyamala C. Doraisamy; Rabiah Abdul Kadir (ICTAI (1), 2010)

Automatic Musical Genre Classification and Artificial Immune Recognition System. - Shyamala Doraisamy; Shahram Golzari (Advances in Music Information Retrieval, 2010)

Implementation of a Cue-Based Aggregation with a Swarm Robotic System. - Farshad Arvin; Shyamala C. Doraisamy; Khairulmizam Samsudin; Faisul Arif Ahmad; Abdul Rahman Ramli (KTW, 2011)

High Level Semantic Concept Retrieval Using a Hybrid Similarity Method. - Sara Memar Kouchehbagh; Lilly Suriani Affendey; Norwati Mustapha; Shyamala C. Doraisamy; Mohammadreza Ektefa (KTW, 2011)

Comparing Two Corpus-Based Methods for Extracting Paraphrases to Dictionary-Based Method. - ChukFong Ho; Masrah Azrifah Azmi Murad; Rabiah Abdul Kadir; Shyamala C. Doraisamy (Int. J. Semantic Comput., 2011)

Digital Audio and Speech Watermarking Based on the Multiple Discrete Wavelets Transform and Singular Value Decomposition. - Mohammad Ali Nematollahi; Syed Abdul Rahman Al-Haddad; Shyamala Doraisamy; M. Iqbal Bin Saripan (Asia International Conference on Modelling and Simulation, 2012)

Multi-resolution Joint Auto Correlograms: Determining the distance function. - Mas Rina Mustaffa; Fatimah Ahmad; Ramlan Mahmod; Shyamala Doraisamy (CAMP, 2012)

Genre and mood classification using lyric features. - Teh Chao Ying; Shyamala Doraisamy; Lili Nurliyana Abdullah (CAMP, 2012)

Wavelet Packet Entropy for Heart Murmurs Classification. - Fatemeh Safara; Shyamala Doraisamy; Azreen Azman; Azrul Jantan; Sri Ranga (Adv. Bioinformatics, 2012)

An approach for an automatic fracture detection of skull dicom images based on neighboring pixels. - Nirase Fathima Abubacker; Azreen Azman; Masrah Azrifah Azmi Murad; Shyamala C. Doraisamy (ISDA, 2013)

Multi-level basis selection of wavelet packet decomposition tree for heart sound classification. - Fatemeh Safara; Shyamala Doraisamy; Azreen Azman; Azrul Jantan; Asri Ranga Abdullah Ramaiah (Comput. Biol. Medicine, 2013)

An integrated semantic-based approach in concept based video retrieval. - Sara Memar; Lilly Suriani Affendey; Norwati Mustapha; Shyamala C. Doraisamy; Mohammadreza Ektefa (Multim. Tools Appl., 2013)

Correlation-Based Feature Selection for Association Rule Mining in Semantic Annotation of Mammographic Medical Images. - Nirase Fathima Abubacker; Azreen Azman; Shyamala Doraisamy; Masrah Azrifah Azmi Murad; Mohamed Eltahir Makki Elmanna; Rekha Saravanan (AIRS, 2014)

Multi-resolution Shape-Based Image Retrieval Using Ridgelet Transform. - Mas Rina Mustaffa; Fatimah Ahmad; Shyamala C. Doraisamy (AIRS, 2014)

Extracting lexical and phrasal paraphrases: a review of the literature. - ChukFong Ho; Masrah Azrifah Azmi Murad; Shyamala C. Doraisamy; Rabiah Abdul Kadir (Artif. Intell. Rev., 2014)

Automatic object segmentation using perceptual grouping of regions with contextual constraints. - Mohsen Zand; Shyamala Doraisamy; Alfian Abdul Halin; Mas Rina Mustaffa (IPTA, 2015)

Effective keyword query structuring using NER for XML retrieval. - Abubakar Roko; Shyamala Doraisamy; Azrul Hazri Jantan; Azreen Azman (Int. J. Web Inf. Syst., 2015)

Texture classification and discrimination for region-based image retrieval. - Mohsen Zand; Shyamala C. Doraisamy; Alfian Abdul Halin; Mas Rina Mustaffa (J. Vis. Commun. Image Represent., 2015)

Adaptive Associative Classifier for Mammogram Classification. - Nirase Fathima Abubacker; Azreen Azman; Masrah Azrifah Azmi Murad; Shyamala Doraisamy (IntelliSys (1), 2016)

Ontology-Based Semantic Image Segmentation Using Mixture Models and Multiple CRFs. - Mohsen Zand; Shyamala Doraisamy; Alfian Abdul Halin; Mas Rina Mustaffa (IEEE Trans. Image Process., 2016)

Improvement of Sentiment Analysis Based on Clustering of Word2Vec Features. - Eissa M. Alshari; Azreen Azman; Shyamala Doraisamy; Norwati Mustapha; Mustafa Alkeshr (DEXA Workshops, 2017)

Visual and semantic context modeling for scene-centric image annotation. - Mohsen Zand; Shyamala Doraisamy; Alfian Abdul Halin; Mas Rina Mustaffa (Multim. Tools Appl., 2017)

An integrated method of associative classification and neuro-fuzzy approach for effective mammographic classification. - Nirase Fathima Abubacker; Azreen Azman; Shyamala Doraisamy; Masrah Azrifah Azmi Murad (Neural Comput. Appl., 2017)

Named Entity Based Ranking with Term Proximity for XML Retrieval. - Abubakar Roko; Shyamala Doraisamy; Azreen Azman; Azrul Hazri Jantan (Int. J. Inf. Retr. Res., 2018)

Interactive Musical Songs Recommendation Using 3D Coordinates Model. - Woon Choong Chen; Noris Mohd. Norowi; Shyamala C. Doraisamy; Mas Rina Mustaffa (CHIuXiD, 2019)

Acoustic Feature Analysis for Wet and Dry Road Surface Classification Using Two-stream CNN. - Siavash Bahrami; Shyamala Doraisamy; Azreen Azman; Nurul Amelina Nasharuddin; Shigang Yue (CSAI, 2020)

Hybrid Discrete Wavelet Transform and Histogram of Oriented Gradients for Feature Extraction and Classification of Breast Dynamic Thermogram Sequences. - Khaleel Al-Rabab'ah; Mas Rina Mustaffa; Shyamala C. Doraisamy; Fatimah Khalid (CAMP, 2021)

Sarcasm Detection Using Deep Learning With Contextual Features. - Md Saifullah Razali; Alfian Abdul Halin; Lei Ye 002; Shyamala Doraisamy; Noris Mohd Norowi (IEEE Access, 2021)

Context-Driven Satire Detection With Deep Learning. - Md Saifullah Razali; Alfian Abdul Halin; Yang-Wai Chow; Noris Mohd Norowi; Shyamala Doraisamy (IEEE Access, 2022)

Breast cancer detection by using associative classifier with rule refinement method based on relevance feedback. - Nirase Fathima Abubacker; Azreen Azman; Shyamala Doraisamy; Masrah Azrifah Azmi Murad (Neural Comput. Appl., 2022)

Sarcasm Relation to Time: Sarcasm Detection with Temporal Features and Deep Learning. - Md Saifullah Razali; Alfian Abdul Halin; Yang-Wai Chow; Noris Mohd Norowi; Shyamala Doraisamy (PRICAI (2), 2023)

An Enhanced Method for Content-Based Underwater Fish Image Retrieval Using Hybrid Features. - Mas Rina Mustaffa; Noorul Shuhadah Osman; Shyamala C. Doraisamy; Hizmawati Madzin (KSE, 2024)