Technovation 2021

ADDI DEBASHREE

Classification of deepfakes and ‘beautified’ media
Aditi Saini

Predictive Analytics of Chemical Material Pricing
Alex Neo Jing Hui

Epsilon, Microservices-based scheduler for Kubernetes
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Aloysius Chan Zhen Wu

Federated Learning Study

An Zheyuan

A Weight-Normalization Based Causal Classifier for Long-Tailed Classification

Ang Jun Liang

Investigating subtypes of Alzheimer’s Disease using Graph Neural Networks on functional MRI scans
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Ang Wan Qi

Hierarchical Multi-Agent Reinforcement Learning with Options
Arun Rakshitha 

The Six Pac-men: Exploring the strength of advice provision and the impact of an adversarial advisor in Reinforcement Learning
Aung Hein Htoo

Parkinson’s Disease classification through multi-view learning of structural and functional connectome
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Austine Yapp Zong Han

IMPLEMENTING COLLABORATIVE DECENTRALIZED MACHINE LEARNING FOR INTERNET OF THINGS (IOT)
Bedi Jannat

Multi-Agent Deep Deterministic Policy Gradient Algorithm for Swarm Systems
BENJAMIN LOH WEN QIAN

IMPLEMENTATION OF CACHE ATTACKS IN PRACTICAL SCENARIOS AND TOOLKIT DEVELOPMENT
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Bryan Leow Xuan Zhen

Speaker invariant speech emotion recognition with domain adversarial training
Chan Wen Le

Attack on Training Effort of Deep Learning
Chan Yan Cheng Jarod

Defence on unrestricted adversarial examples
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Chan Yuqian

A Serious Game Design and Development
Chen Feiyu

Visualizaiton for Machine Learning
Chen Sihao

Learning to see in the dark
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Chen Taoyu

Instruction Level Branch Condition Penetration for Steelix
Chen Yinya

Recurrent Neural Network Embedded Fuzzy System with its Applications in Stock Market Forecasting and Trading 
CHENG BOYA

Digital Makeup Using Machine Learning Algorithms
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Chester Yeoh Fu Soon

Time Series & Sentiment Analysis of Top Cryptocurrencies
Chew Jing Wei

Ultra-Low Power Real-Time Object Detection based on Quantized CNNs
Chew Kin Zhong

Optimizing Grey-Box Mutational Fuzzing Workflow for Effective Vulnerability Discovery
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DAVID KORIADI

Agent Runtime Monitor
Dinh Khoat Hoang Anh

Evolving Type-2 Neural Fuzzy Inference System with Embedded Deep Learning in Dynamic Portfolio Rebalancing

Do Anh Tu

Real-time Visual Localization System on an Embedded Platform
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Dwivedee Lakshyajeet

Efficient Graph Neural Networks for Travelling Salesman Problem using Multilevel Clustering
Elbert Widjaja

Fake News Detection using Social Media Data

FENG CHENGXUAN

Deep Learning in VR
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Feng Daifei

A Marketplace for Crowdsourced Federated Learning
Foo Ching Yen

Augmented Reality-based Instructor for Origami

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Gabriella Benedicta Christianti

Skin Cancer Detection: Spreading Awareness Through Mobile Application
GOH CHUN YI

VacMAP
Guo Mukun

Segmentation of CT brain scans with synthetic MR scans by using generative adversarial networks
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Guo Zhiwei

GAN-based Synthetic Medical Image Augmentation for multimodality image registration

Gwyneth Ang Xin Yi

Game-based Learning of Cryptographic Algorithms

Han Simeng

Advancing Neural Text Generation
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Hans Tananda

Transfer Learning Application on Snake Classification
Harold Teng Ze Chie

Website Development of CrowdedSG
Haziq Yusoff bin Abdul Wahab

Music visualisation with deep learning
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Huang Haowen, Alfred

Deep Ensemble Network for Momentum Portfolio Trading
Huang Zhilin

Automated Essay Scoring with Incremental Learning Through Crowdsourcing
James Tan Chee Min

Increasing Interpretability using a Fuzzy-Embedded Recurrent Neural Network (FE-RNN)
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Jashini Hubert

Creating a User Interface for a Fire Simulator
Jessica Kee Si Jia

Eliminating food waste through technology- Free food
Jesslyn Chew Sze Yu

METER: A Tool for Map-based Visualization of Referencing Behaviours in Scientific Articles
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Kant Mannan

Secure Text Based CAPTCHA using Adversarial Example
Kevin Steven Kihata

Smartphone-based Augmented Reality Gaming Application
Khan Naseer Ahmed

Displaying curves, surfaces and solid objects in Unity 3D system
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Koh Hock Kiong Benny

Privacy-preserving auction using multi-party computation
KOK WAI GIE

Big data Analytics for Smart Transportation
Kok Zi Ming

Attacks on weak implementations of RSA
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Krithika D/O Ramamoorthy

Drug Response Prediction from drug chemical features by using Deep Neural Networks
Kwek Dan Yi Germaine

Identification and characterization of subtypes of patients in a bipolar cohort
Le Tan Khang

Machine Learning for Canteen Food Recommendation in NTU
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Lee Chong Yan

Geographically-aware mobile application for managing events and interest group communications
Lee Jun Ao

Lost and Found mobile app for universities

Lee Wei Min

A Crowd Management System Design and Development
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Leow Kian Ann

Cryptographic Game
Li Shenggui

ContrastiveODC

LI YUANMING

Distributed Machine Learning
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Li Zhaochen

Long-Tailed Image Recognition
Lim Jia Yao Christopher

LiDAR Relocalization

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Lim Xiao Qi

Gamification of Security Games in Voting
Lim Yee Han

De-identification of profile pictures  while retaining facial features using GANs
Low Wei Rong

Game For Learning
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Luo Jinqi

Generating Adversarial Examples with Only One Image
Ma Jiebing

SIERRA: A Visual Query Interface for Property Graphs
Ma Xiao

Docker and Kubernetes: Deploying Speech Recognition System for Scalability
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Mark Low Boon Jun

Eliminating food waste through technology - Household
Milla Samuel

Adversarial Attacks on Autonomous Vehicles
Ng Jing Rui

Generating Domain-Specific Paraphrases of Questions from FAQ
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Ng Joshua Jeremiah

Intelligent robotic navigation for elderly assistance
Ng Man Chun

Analysis of international trade data: correlating Chinese economic influence with Chinese United Front  influence in Oceania
Ngiam Jing Xiang

Brain game based on Auditory Attention Detection
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Ngo Jun Hao Jason

Deep Learning Based Car License Plate Recognition
Nguyen Dinh Le Dan

Web interface for ASR transcriber
Nguyen Doan Hoang Lam

Mobile application on a scene text spotting
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Nguyen Le Hoang

Building Agents for Power Trading Agent Competition (TAC)
Nigel Ang Wei Jun

Learning Generalised Features from EEG using Deep Learning for a Cognitive Brain-Computer Interface
Nithya Krishnan

A Robust and Interpretable Feature Selection Pipeline
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Ong Jia Ying

PoseBuddy
PALANIAPPAN SNEHA

Deep Learning Approaches for  Predicting Drug Responses Using Multi Omics Features
Perh Zhi Hao

Building SenticNet 7
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Png Jun Sheng

Named Entity Recognition on Emergency Response System
Poh Kang Yu

Development of Feature Engineering Tools for Multivariate Time Series
POH WEI HAN

3D game design in VR
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Poon Sin Ta

FALCON-PAART for market climate prediction and analysis
Prem Adithya Suresh

Improved Face Mask Detection with Super-Resolution Techniques

Pyae Hlian Moe

Sentiment Detection with Bidirectional Encoder Representation from Transformers
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Qiu Huiqian

Generic Self-Evoving TSK Fuzzy Neural Network with Rough Set (GSETSK+RS) 
Rajasekara Pandian Akshaya Muthu 

Synthesising Missing Modalities for Brain MRI Tumour Segmentation

RAJIV BALAMURUGAN  

Explainable Graph Classification with Deep Learning Models
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Sam Jian Shen

JustGivit
Sean Tang

Pruning deep neural networks for encoding and decoding the human connectome


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Shearman Chua Wei Jie

Fintech Related Machine Learning: Experimental Investigation on the Effects of Data Variance Towards Difficulty of Learning for Deep Learning Models
SHIRLEY LIEW PEI PEI

IInteractive Learning in Java
Siek Ming Jun

Development of iBeacon Application
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Soh Yan Quan Kenneth

Full-Stack Web Development for Auto-assessment platform
Stephanie Audrey Susanto

Multi-Degradation Image Super-Resolution Using Texture-Transfer
SU VOON HOU

Network Analysis and Traceability on Ethereum Blockchain
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Su Wai Yee Aung

Pattern Recognition and Forecasting from Multiple Financial Time Series Data and News
Tajudeen Safeek Ahmed

Graph Analysis of Stock Correlation Networks
TAN CHYE HONG, JORDAN

KUBEINN: A CLOUD CONTAINER SERVICE PLATFORM
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Tan Jia Le

3D Human Modelling
TAN JIAN WEI

Augmented Reality Hologram
Tan Rui Ming Raymond

Crowd Monitoring using Deep Learning
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Tan Si En

Improvements to SLAM Architecture on Embedded Systems
Tan Yan Xian Raynold

Interactive Virtual 3D Port
Tan Zhi Yang

Speech Emotion Recognition Using WaveNet
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Tchen Jee Ern

DEVELOPMENT OF NOVEL ATTENTION CALIBRATION PROTOCOLS FOR EEG-BASED BCI SYSTEM
Tekwani Puneet

GEMM-eMFIS(FRI/E): A General Episodic Memory Mechanism for Neuro-Fuzzy Networks
Teo Wei Jie

Elderly Lost & Found System
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Toh Kwan How Raymond

Music Generation with Deep Learning Techniques
Trinh Tuan Dung

Interactive Course Materials Using Multi-Touch Interfaces
Wang Guan Zhi, Leonard

An In-Depth Study of Software Library Upgrade Dependency Issues
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Wang Xiaoyu

Multi-Agent Path Finding
Wang Ying

Privacy-Preserving Federated Learning (I)
WANG ZIJIAN

Real-Time Arbitrary Style Transfer via Deep Learning
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Wong Wan Ting

Eliminating food waste through technology - for restaurants and cafes
Wong Yeow Ping Melvin

Computer-assisted physical rehabilitation system for post stroke finger grasp exercises

WU WENXUAN

Applying Attention Mechanisms in Boolean Satisfiability Neural Solvers
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Yang Jingyi

Travel Time Estimation on Road Networks: Effective Embedding and Traffic Condition Representation Learning
Yee Wei Min

Web Application Development on Supply Chain Data Visualization

Yeo Kok Leong Desmond

Offline Web Subtitle Editor
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YEO LAI XIANG, LEON

Dynamic Portfolio Management with Lag-Optimised Trading Indicator using SeroFAM and Genetic Algorithm
Zeng Yanxi

Feature Selection on Transcriptome Data for Identification of Novel Biomarkers for Bipolar Disorder

 
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