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ORCIDShyamala C. Doraisamy
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2020 – today
- 2023
[c31]Md Saifullah Razali
, Alfian Abdul Halin, Yang-Wai Chow, Noris Mohd Norowi, Shyamala Doraisamy:
Sarcasm Relation to Time: Sarcasm Detection with Temporal Features and Deep Learning. PRICAI (2) 2023: 287-297- 2022
- [j16]Md Saifullah Razali, Alfian Abdul Halin, Yang-Wai Chow, Noris Mohd Norowi, Shyamala Doraisamy:
Context-Driven Satire Detection With Deep Learning. IEEE Access 10: 78780-78787 (2022) - [j15]Nirase Fathima Abubacker, Azreen Azman, Shyamala Doraisamy, Masrah Azrifah Azmi Murad:
Breast cancer detection by using associative classifier with rule refinement method based on relevance feedback. Neural Comput. Appl. 34(19): 16897-16910 (2022) - 2021
- [j14]Md Saifullah Razali, Alfian Abdul Halin, Lei Ye, Shyamala Doraisamy, Noris Mohd Norowi:
Sarcasm Detection Using Deep Learning With Contextual Features. IEEE Access 9: 68609-68618 (2021) - [c30]Khaleel Al-Rabab'ah, Mas Rina Mustaffa, Shyamala C. Doraisamy, Fatimah Khalid:
Hybrid Discrete Wavelet Transform and Histogram of Oriented Gradients for Feature Extraction and Classification of Breast Dynamic Thermogram Sequences. CAMP 2021: 31-35 - 2020
- [c29]Siavash Bahrami, Shyamala Doraisamy, Azreen Azman, Nurul Amelina Nasharuddin, Shigang Yue:
Acoustic Feature Analysis for Wet and Dry Road Surface Classification Using Two-stream CNN. CSAI 2020: 194-200
2010 – 2019
- 2019
- [c28]Woon Choong Chen, Noris Mohd. Norowi, Shyamala C. Doraisamy, Mas Rina Mustaffa:
Interactive Musical Songs Recommendation Using 3D Coordinates Model. CHIuXiD 2019: 78-87 - 2018
- [j13]Abubakar Roko, Shyamala Doraisamy, Azreen Azman, Azrul Hazri Jantan:
Named Entity Based Ranking with Term Proximity for XML Retrieval. Int. J. Inf. Retr. Res. 8(2): 57-77 (2018) - 2017
- [j12]Mohsen Zand, Shyamala Doraisamy, Alfian Abdul Halin, Mas Rina Mustaffa:
Visual and semantic context modeling for scene-centric image annotation. Multim. Tools Appl. 76(6): 8547-8571 (2017) - [j11]Nirase Fathima Abubacker, Azreen Azman, Shyamala Doraisamy, Masrah Azrifah Azmi Murad:
An integrated method of associative classification and neuro-fuzzy approach for effective mammographic classification. Neural Comput. Appl. 28(12): 3967-3980 (2017) - [c27]Eissa M. Alshari, Azreen Azman, Shyamala Doraisamy, Norwati Mustapha, Mustafa Alkeshr:
Improvement of Sentiment Analysis Based on Clustering of Word2Vec Features. DEXA Workshops 2017: 123-126 - 2016
- [j10]Mohsen Zand, Shyamala Doraisamy, Alfian Abdul Halin, Mas Rina Mustaffa:
Ontology-Based Semantic Image Segmentation Using Mixture Models and Multiple CRFs. IEEE Trans. Image Process. 25(7): 3233-3248 (2016) - [c26]Nirase Fathima Abubacker, Azreen Azman, Masrah Azrifah Azmi Murad, Shyamala Doraisamy:
Adaptive Associative Classifier for Mammogram Classification. IntelliSys (1) 2016: 721-736 - 2015
- [j9]Abubakar Roko, Shyamala Doraisamy, Azrul Hazri Jantan, Azreen Azman:
Effective keyword query structuring using NER for XML retrieval. Int. J. Web Inf. Syst. 11(1): 33-53 (2015) - [j8]Mohsen Zand, Shyamala C. Doraisamy, Alfian Abdul Halin, Mas Rina Mustaffa:
Texture classification and discrimination for region-based image retrieval. J. Vis. Commun. Image Represent. 26: 305-316 (2015) - [c25]Mohsen Zand, Shyamala Doraisamy, Alfian Abdul Halin, Mas Rina Mustaffa:
Automatic object segmentation using perceptual grouping of regions with contextual constraints. IPTA 2015: 530-534 - 2014
- [j7]ChukFong Ho, Masrah Azrifah Azmi Murad, Shyamala C. Doraisamy, Rabiah Abdul Kadir:
Extracting lexical and phrasal paraphrases: a review of the literature. Artif. Intell. Rev. 42(4): 851-894 (2014) - [c24]Mas Rina Mustaffa, Fatimah Ahmad, Shyamala C. Doraisamy:
Multi-resolution Shape-Based Image Retrieval Using Ridgelet Transform. AIRS 2014: 112-123 - [c23]Nirase Fathima Abubacker, Azreen Azman, Shyamala Doraisamy, Masrah Azrifah Azmi Murad, Mohamed Eltahir Makki Elmanna, Rekha Saravanan:
Correlation-Based Feature Selection for Association Rule Mining in Semantic Annotation of Mammographic Medical Images. AIRS 2014: 482-493 - 2013
- [j6]Fatemeh Safara, Shyamala Doraisamy, Azreen Azman, Azrul Jantan, Asri Ranga Abdullah Ramaiah:
Multi-level basis selection of wavelet packet decomposition tree for heart sound classification. Comput. Biol. Medicine 43(10): 1407-1414 (2013) - [j5]Sara Memar, Lilly Suriani Affendey, Norwati Mustapha, Shyamala C. Doraisamy, Mohammadreza Ektefa:
An integrated semantic-based approach in concept based video retrieval. Multim. Tools Appl. 64(1): 77-95 (2013) - [c22]Nirase Fathima Abubacker, Azreen Azman, Masrah Azrifah Azmi Murad, Shyamala C. Doraisamy:
An approach for an automatic fracture detection of skull dicom images based on neighboring pixels. ISDA 2013: 177-181 - 2012
- [j4]Fatemeh Safara, Shyamala Doraisamy, Azreen Azman, Azrul Jantan, Sri Ranga:
Wavelet Packet Entropy for Heart Murmurs Classification. Adv. Bioinformatics 2012: 327269:1-327269:6 (2012) - [c21]Mohammad Ali Nematollahi, Syed Abdul Rahman Al-Haddad, Shyamala Doraisamy, M. Iqbal Bin Saripan:
Digital Audio and Speech Watermarking Based on the Multiple Discrete Wavelets Transform and Singular Value Decomposition. Asia International Conference on Modelling and Simulation 2012: 109-114 - [c20]Mas Rina Mustaffa, Fatimah Ahmad, Ramlan Mahmod, Shyamala Doraisamy:
Multi-resolution Joint Auto Correlograms: Determining the distance function. CAMP 2012: 198-202 - [c19]Teh Chao Ying, Shyamala Doraisamy, Lili Nurliyana Abdullah:
Genre and mood classification using lyric features. CAMP 2012: 260-263 - [e1]Ramlan Mahmod, Rusli Abdullah, Lili Nurliyana Abdullah, Tengku Mohd Tengku Sembok, Alan F. Smeaton, Fabio Crestani, Shyamala Doraisamy, Rabiah Abdul Kadir, Mahamod Ismail:
2012 International Conference on Information Retrieval & Knowledge Management, Kuala Lumpur, Malaysia, March 13-15, 2012. IEEE 2012, ISBN 978-1-4673-1091-8 [contents] - 2011
- [j3]ChukFong Ho, Masrah Azrifah Azmi Murad, Rabiah Abdul Kadir, Shyamala C. Doraisamy:
Comparing Two Corpus-Based Methods for Extracting Paraphrases to Dictionary-Based Method. Int. J. Semantic Comput. 5(2): 133-178 (2011) - [c18]Farshad Arvin, Shyamala C. Doraisamy, Khairulmizam Samsudin, Faisul Arif Ahmad, Abdul Rahman Ramli:
Implementation of a Cue-Based Aggregation with a Swarm Robotic System. KTW 2011: 113-122 - [c17]Sara Memar Kouchehbagh, Lilly Suriani Affendey, Norwati Mustapha, Shyamala C. Doraisamy, Mohammadreza Ektefa:
High Level Semantic Concept Retrieval Using a Hybrid Similarity Method. KTW 2011: 262-271 - 2010
- [c16]ChukFong Ho, Masrah Azrifah Azmi Murad, Rabiah Abdul Kadir, Shyamala C. Doraisamy:
Word Sense Disambiguation-based Sentence Similarity. COLING (Posters) 2010: 418-426 - [c15]Ho Chuk Fong, Masrah Azrifah Azmi Murad, Shyamala C. Doraisamy, Rabiah Abdul Kadir:
Measuring Sentence Similarity from Both the Perspectives of Commonalities and Differences. ICTAI (1) 2010: 318-322 - [p1]Shyamala Doraisamy, Shahram Golzari:
Automatic Musical Genre Classification and Artificial Immune Recognition System. Advances in Music Information Retrieval 2010: 390-402
2000 – 2009
- 2009
- [c14]Shahram Golzari, Shyamala Doraisamy, Md Nasir Sulaiman, Nur Izura Udzir:
Improving the accuracy of AIRS by incorporating real world tournament selection in resource competition phase. IEEE Congress on Evolutionary Computation 2009: 3040-3044 - [c13]Farshad Arvin, Shyamala Doraisamy:
A Real-Time Note Transcription Technique Using Static and Dynamic Window Sizes. ICSAP 2009: 30-33 - 2008
- [c12]Shahram Golzari, Shyamala Doraisamy, Md. Nasir bin Sulaiman, Nur Izura Udzir:
A Review on Concepts, Algorithms and Recognition Based Applications of Artificial Immune System. CSICC 2008: 569-576 - [c11]Shahram Golzari, Shyamala Doraisamy, Noris Mohd. Norowi, Md Nasir Sulaiman, Nur Izura Udzir:
A Comprehensive Study in Benchmarking Feature Selection and Classification Approaches for Traditional Malay Music Genre Classification. DMIN 2008: 71-77 - [c10]Shahram Golzari, Shyamala Doraisamy, Md Nasir Sulaiman, Nur Izura Udzir:
Notes on Using Nonlinear Resource Allocation Methods in AIRS Classifier. DMIN 2008: 91-95 - [c9]Shahram Golzari, Shyamala Doraisamy, Md Nasir Sulaiman, Nur Izura Udzir, Noris Mohd Norowi:
Artificial Immune Recognition System with Nonlinear Resource Allocation Method and Application to Traditional Malay Music Genre Classification. ICARIS 2008: 132-141 - [c8]Shyamala Doraisamy, Shahram Golzari, Noris Mohd. Norowi, Md Nasir Sulaiman, Nur Izura Udzir:
A Study on Feature Selection and Classification Techniques for Automatic Genre Classification of Traditional Malay Music. ISMIR 2008: 331-336 - 2006
- [c7]Shyamala Doraisamy, Hamdan Adnan, Noris Mohd. Norowi:
Towards a MIR System for Malaysian Music. ISMIR 2006: 342-343 - 2005
- [j2]Shyamala Doraisamy:
Polyphonic music retrieval: the n-gram approach. SIGIR Forum 39(1): 58 (2005) - [c6]Noris Mohd. Norowi, Shyamala Doraisamy, Rahmita Wirza O. K. Rahmat:
Factors Affecting Automatic Genre Classification: An Investigation Incorporating Non-Western Musical Forms. ISMIR 2005: 13-20 - 2004
- [c5]Shyamala Doraisamy, Stefan M. Rüger:
A Polyphonic Music Retrieval System Using N-Grams. ISMIR 2004 - 2003
- [j1]Shyamala Doraisamy, Stefan M. Rüger:
Robust Polyphonic Music Retrieval with N-grams. J. Intell. Inf. Syst. 21(1): 53-70 (2003) - [c4]Shyamala Doraisamy, Stefan M. Rüger:
Position Indexing of Adjacent and Concurrent N-Grams for Polyphonic Music Retrieval. ISMIR 2003 - 2002
- [c3]Shyamala Doraisamy, Stefan M. Rüger:
A Comparative and Fault-tolerance Study of the Use of N-grams with Polyphonic Music. ISMIR 2002 - 2001
- [c2]Shyamala Doraisamy:
An Approach Towards A Polyphonic Music Retrieval System. ISMIR 2001 - 2000
- [c1]Thomas von Schroeter, Shyamala Doraisamy, Stefan M. Rüger:
From Raw Polyphonic Audio to Locating Recurring Themes. ISMIR 2000
Coauthor Index
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