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Publication date Communities Collections Article title Author(s) Journal/Conference
17 Oct 2025 SERC Singapore Institute of Manufacturing Technology Deep learning-based plastic classification using spectroscopic data Aru Ranjan Singh, Edward Ren Kai Neo, Car Man Lai, Sumit Hazra, Stuart Coles, Ton Peijs, Kurt Debattista Journal of Cleaner Production
14 May 2025 SERC Institute for Infocomm Research Intelligently Augmented Contrastive Tensor Factorization: Empowering multi-dimensional time series classification in low-data environments Anushiya Arunan, Yan Qin, Xiaoli Li, Chau Yuen Expert Systems with Applications
20 Dec 2024 SERC Institute for Infocomm Research Machine Learning for Prognostication: Harnessing Chronic Wound Registry Data for Predicting Wound Healing Outcomes Richmond Sin, Ruchir Srivastava, EE PING ONG, David Tan, Jingxian Zhang, Kyaw Kyar Toe, Priya Bishnoi, Yi Zhen Ng, Rosa So 4th International Conference on Robotics, Automation and Artificial Intelligence (RAAI 2024)
20 May 2024 SERC Institute for Infocomm Research Humans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection Tom Bourgeade, Zongmin Li, Farah Benamara, Veronique Moriceau, Jian Su, Aixin Sun the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
23 Nov 2023 SERC Institute for Infocomm Research Preliminary Investigation of AI-based Wearable Swallowing Sound Detection System Shoulie Xie, Xiaoqun Zhou, Dajiang He, Kok Soon Phua AI Health Summit conference (2023)
4 Jun 2023 SERC Institute for Infocomm Research On Adversarial Robustness of Audio Classifiers Kangkang Lu, Manh Cuong Nguyen, Xun Xu, Chuan Sheng Foo ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
17 Oct 2022 SERC Institute for Infocomm Research Data Oversampling with Structure Preserving Variational Learning Indu Solomon, Senthilnath Jayavelu, Md Meftahul Ferdaus, Uttam Kumar Proceedings of the 31st ACM International Conference on Information & Knowledge Management
2 Nov 2021 SERC Institute for Infocomm Research Classify and generate: Using classification latent space representations for image generations Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, Arulmurugan Ambikapathi Neurocomputing
27 Aug 2021 SERC Institute for Infocomm Research Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training Kah Kuan Teh, Huy Dat Tran Interspeech 2021
23 Aug 2021 SERC Institute for Infocomm Research Task-Agnostic Continual Learning Using Base-Child Classifiers Pranshu Ranjan Singh, Saisubramaniam Gopalakrishnan, Qiao ZhongZheng, Ponnuthurai N. Suganthan, Savitha Ramasamy, Arulmurugan Ambikapathi 2021 IEEE International Conference on Image Processing (ICIP)