Technovation 2024
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| Ang Teng Hng Justin | Angelin Grace Wijaya | Benjamin Chung Zhi Yong |
| Static Visualisations of Music Mood | Smartphone-based memory training game using physical gestures | Analysis of Performance of Attitude & Heading Reference System (AHRS) Motion Sensor Algorithms through Bluetooth Low Energy (BLE) in nRF52840 System-On-Chip (SOC) |
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| Benjamin Ho JunHao | Bryan Ong Shao En | Chai Wei Heng, Alwin |
| Smart Contract Development and Blockchain Technology Application | Anticipative Portfolio Optimisation using an Interpretable Evolving Fuzzy Transformer Network | Interpretable Fuzzy Deep Neural System for Stock Price Modelling with Applications in Algorithmic Finance |
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| Chantharojwong Kasidis | Chen Yiting | Chong Yi An |
| PASCAL: A Property Graph Schema Visualiser | Fuzzy-Embedded Deep Learning Network for Interpretable Stock Market Prediction | Music Generation with Deep Learning Techniques |
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| Dhruval Kenal Kothari | Fion Chai Xin Yi | Gabriel Tang Ching Heng |
| Enhancing Human Computer Interaction through AI: A study on ChatGPT in Educational Environments | Interpretable Fuzzy Transformer-based Network (IFTN) with Applications in Portfolio Rebalancing | Innovative Fitness Rewards System: Bridging Users and Merchant |
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| Goh Teng Wei | Heng Wei Jie | HONG FUNG HENG, COLIN |
| Chatbot Companion | LISTENER: IMPROVING NEWS EXPERIENCE WITH AI-ADDED CONTEXT, TEXT-TO-SPEECH, AND SENTIMENT ANALYSIS | Analyzing the Serverless Cloud Virtualization Requirements |
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| Htet Thiri Zaw | Hu Tianrun | Huang Xiangyi |
| Machine learning based image analysis for surface defect detection | Study of Local Descriptors in Visual Place Recognition | Non-Stationary Fuzzy Transformer with Applications in Reinforcement-based Portfolio Rebalancing |
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| Jacintha Wee Yun Yi | Joey Quah (Ke Jieyi) | Lam Ting En |
| Network Analysis on Neuro-imaging Data | Music Recommendation System Based on Facial Emotions | Neural Image and Video Captioning |
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| Lee Zong Yu | Lek Jie Kai | Li Yuan Sheng, Cady |
| Dynamic Vector Bin Packing for Virtual Machine Placement | Time Series Anomaly Detection | EcoFriend: Environment Protection Application driven by data |
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| LIM JIE XIAN | LIM XIN YI | Lim Ziyi Janesse |
| Facial Macro Expression | Protecting Neural Networks from Adversarial Attacks | Provenance Graph for Intrusion Detection |
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| Liu Woon Kit | Low Tse Chern Kenneth | Madan Aryan |
| Accelerating Learned Descriptor Generation for Visual Localization | Search & Identify Robot | TRANSFORMER BASED FUZZY SYSTEM WITH APPLICATIONS IN PORTFOLIO MANAGEMENT |
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| Muhammad Irfan Bin Norizzam | Nathan Soh | Neel Kumar |
| Reverse Engineering Deep Learning Algorithms | Web3 and Blockchain Applications for Real World Problems | Music Visualization with Deep Learning |
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| NG LI WANG | Ong Meng How Ryan | Pathak Siddhant |
| ChatGPT + Quant Finance for Wealth Management (Robo Advisor) | Exploring Music's Impact on Stress Levels Through EEG Analysis | TAGON: Temporal Attention Graph-Optimized Networks for Sequential Recommendation |
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| Paul Solomon Low Si En | Rhys Lie | Saniya Nangia |
| Music Generation with Deep Learning Techniques | Time Series Clustering and Characterization | Deep Learning for Fabric Defect Detection |
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| Seah Jie Yu | Sim Xin Ni Clodia | Su Myat Aung |
| Human Resource Allocation System (Full Stack) | Music Visualization with Deep Learning | Agricultural pests’ recognition using deep learning and ChatGPT |
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| Tan Caken | Tan Hong Fan Merzen | Tan Liang Wei |
EXPLORATION OF EXPLAINABLE ARTIFICIAL INTELLIGENCE METHODS ON CHROMATIN INTERACTIONS NEURAL NETWORK | Displaying curves, surfaces and solid objects in Unity 3D system | Fuzzy Deep Neural Network with application in portfolio management |
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| Tan Song Huang, Marcus | TAN XIN KAI | Tan Yue Jun |
| InvWealthGPT: Modern wealth management advice to the masses using generative AI | Development of Perceptual Image Quality Database and Assessment for AI-Generated Facial Images | Snake Pattern Detection Mobile Application Based on Deep Learning |
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| TAY TZE KIAT JONATHAN | Timothy Larry Wijaya | WANG CHUHAN |
| Enhancing Accessibility of Code Quality Analysis Tools for Source Code of Undergraduate Projects | Attention-Based Security Price Prediction with Transformer Fuzzy Deep Neural Network (TFDNN) | MAE-VQA: Efficient End-to-end Video Quality Assessment for User Generated Content Videos |
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| Wentai Nan | Xu Shaoyi | Yan Wei |
| Embedding Technical Indicators into Fuzzy Inference System for Trading Stocks with High Volatility | Attendance Management System for SCSE Labs | Interactive Shape Modelling in Unity 3D system |
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| Ye Xin | Yeong Ka Shing, Linus | Yu Xinhui |
| ThinkTune: An Auditory Memory Training Game utilizing Nonwords | Artificial Intelligence meets ArtEvolving Deep Fuzzy Ensemble Network for Portfolio Management | Evolving Deep Fuzzy Ensemble Network for Portfolio Management |
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| Zhang Erli | Zhang Xuanye | |
| Vision-Language-Model-based Video Quality Assessment | BadSFL: Backdoor attack in Scaffold Federated Learning | |
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| Au Yew Rong Roydon | Chia Wei Kit, Samuel | Harikrishnan Vinaya Sourabha |
| Empowering Communication For Mute Individuals With The Use Of Gen AI | Fuzzified Stock Market Forecasting With Transformer Networks and Adaptive Portfolio Management Using Reinforcement Learning | Evaluation and Management of Course FAQ & Chatbot |
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| Jiang Zixing | Lim Yi | Ng Tze Kean |
Option pricing and hedging with market friction using Reinforcement Learning | Web Scraping for E-Commerce Retailers | Streamsight: A toolkit for offline evaluation of Recommender System |
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| Soh Shing Hao | Tar Sreeja | Teng Yao Long |
| NTU Roadmaps : Course Visualisation and Recommendation System | Evaluating the Carbon Footprint of Code Implementation | History Is Not Enough: Adaptive Financial Data Augmentation with a Curriculum Planner |
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| Teoh Xi Sheng | ||
Promoting Classroom Participation Through Micro-credentials Credentials | ||
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