The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. For example, a yellow dye in the barcode changes to blue as it reacts to bioamines produced by decaying meat. NTU Institute of Structural Biology; CryoElectron Microscopy lab; Singapore Phenome Centre ; Animal Research Facility ; Facility For Analysis Characterisation Testing Simulation (FACTS) Other Research Facilities & Equipment ; News & Seminars. Under the Artificial Intelligence / Machine Learning programme, projects will look into intelligent design, processors, and robotics for Addictive Manufacturing. Given the advances in sensor technologies, the finishing processes can now be sensorized, and the vast amount of data produced can be exploited to model and monitor the processes using Artificial Intelligence techniques. The course will motivate you to work closely with data and make data-driven decisions in your field of study. Active learning algorithm that selects both sampling locations and types of measurements to minimize the … Artificial Intelligence: Course Objectives: To train the students to understand different types of AI agents, various AI search algorithms, fundamentals of knowledge representation, building of simple knowledge-based systems and to apply knowledge representation, reasoning. Artificial Intelligence Overcoming the challenge for POMDP planning that can scale up and handle POMDPs with very large state spaces and complex dynamics. Reg. The minimum and maximum periods of candidature for full-time candidates are 12 and 30 months respectively. “Not unexpectedly, it’s been oversubscribed,” Suresh remarks. Students will be awarded the Master of Science in Artificial Intelligence after completion of study. Successful in field trials conducted on Singapore’s gas pipeline networks, the algorithm has been patented and spun off into a … This module aims to help participants to learn the latest artificial intelligence but also their practical business applications in the industries in order for them to … PROGRAMME OVERVIEW: Artificial Intelligence is producing some of the most effective and dramatic results in business today. At NTU, he serves as Director of the Data Science and Artificial Intelligence Research Center (DSAIR), co-Director of the Singtel-NTU Cognitive & Artificial Intelligence Joint Lab (SCALE@NTU), co-Director of the A*Star SIMTECH-NTU Joint Lab on Complex Systems. In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19). Phone number. NTU’s Data Science & Artificial Intelligence Research Centre is churning out the tools and the expertise to decipher big data. Artificial Intelligence Project 2: Map Coloring. The Artificial Intelligence (AI) Workshop aims to provide participants with a fundamental understanding of AI and its growing applications in the business landscape. Artificial Intelligence & Business Strategy (IV) Overview. Double Degree in Accountancy & Data Science and Artificial Intelligence. Scientists develop artificial intelligence system for high precision recognition of hand gestures by Nanyang Technological University (Left to Right) Members of the NTU study include research fellow Pan Shaowu, Professor Chen Xiaodong, Director of the Innovative Centre for Flexible Devices (iFLEX) and first author Wang Ming from the School of Materials Science & Engineering. On StuDocu you find all the study guides, past exams and lecture notes for this course He is also Co-Director of Artificial Intelligence Research Institute (AI.R) of NTU. Prior to join NTU in 2013, he spent one year as an Associate Professor at the Institute of Computing Technology of the Chinese Academy of Sciences. Edge Intelligence. In Artificial Intelligence (AIJ). His research work has been published in reputable journals (IEEE transactions, IEICE transactions, etc.) Nanyang Technological University Data Science & Artificial Intelligence Research Centre@ NTU 袁勤國 :- D91922003; Chen-Kow Yuan; d91003@csie.ntu.edu.tw. At NTU, he serves as Director of the Data Science and Artificial Intelligence Research Center (DSAIR), co-Director of the Singtel-NTU Cognitive & Artificial Intelligence Joint Lab (SCALE@NTU), co-Director of the A*Star SIMTECH-NTU Joint Lab on Complex Systems. AI has already penetrated firmly into many spheres of our business, professional and even personal life. CoE’s WSDegs comprise approximately 80 weeks of OJT integrated into the 4-year undergraduate curriculum. Mediacorp Pte Ltd. All rights reserved. Copyright© Mediacorp 2021. No. The Singtel Cognitive and Artificial Intelligence Lab for Enterprises (SCALE@NTU) is a S$42.4 million and 5-year collaboration jointly established by NTU, Singtel and the National Research Foundation Singapore in December 2017 to support Singapore’s transformation into a Smart Nation and help enable the country’s digital economy. Urban computing is an emerging subject that aims to deal with the challenges in the rapid urbanization progress such as pollution, energy consumption, and traffic congestion, etc. To capture reliable sensory data from hand gestures, the research team fabricated a transparent, stretchable strain sensor that adheres to the skin but cannot be seen in camera images. Country code. This course aims to prepare the trainees with the fundamentals of artificial intelligence. The AI system worked effectively in the dark, achieving a recognition accuracy of over 96.7 per cent. Programme Overview Recent technological advances in the area of Artificial Intelligence (AI) is transforming business and entrepreneurial landscapes dramatically. MSAI programme is an intensive one-year full-time (or 2-year part-time) programme by coursework. 3D Printing. A Pollen-based ‘paper’ created by NTU holds promise for … The Master of Science in Artificial Intelligence (MSAI) programme is created for students who wish to develop, design and implement AI systems and at the same time cultivate a deep understanding of AI for project management and policy making. o Program Director, Strategic Collaboration, School of Computer Science and Engineering, NTU. Payment … Accessing the big data goldmine. Talk by NTU Research Team * Law and advancements in technology have had the combined effect of fuelling an increased use of content-filtering technologies on the part of various actors on the internet. It is jointly established by Shandong University (SDU, China) and Nanyang Technological University (NTU… "These barcodes help consumers to save money by ensuring that they do not discard products that are still fit for consumption, which also helps the environment. Programme Structure. Nanyang Technological University Data Science & Artificial Intelligence Research Centre@ NTU As a proof of concept, the team tested their bio-inspired AI system using a robot controlled through hand gestures and guided it through a maze. Wenya Wang, Sinno Jialin Pan and Daniel Dahlmeier. Nov 24, 2020 Online 1 day 642 SGD ≈ $481. This year, NTU Singapore also launched a new undergraduate degree course in Data Science and Artificial Intelligence, in response to rapidly growing demand for these capabilities across industries in Singapore. AI has already penetrated firmly into many spheres of our business, professional and even personal life. To tackle these challenges, the NTU team created a 'bioinspired' data fusion system that uses skin-like stretchable strain sensors made from single-walled carbon nanotubes, and an AI approach that resembles the way that the skin senses and vision are handled together in the brain. Research Associate (Artificial Intelligence, Machine learning, Deep Learning, Extreme Learning Machines, Vehicle Detection, Car Plate Recognition, Lane Recognition, Traffic Sign Recognition) NTU_PageHeader Current appointments and positions: o Professor, Computer Science and Engineering (tenured). Apart from its main campus, NTU also has a campus in Singapore's healthcare district. This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). o Director, Artificial Intelligence Research Institute (AI.R), NTU. Accessing the big data goldmine. 1 May, 2018. Focusing on Computer Vision and Machine Learning, the two currently dominating AI technologies where NTU’s research strengths lie in, this module introduces the general development and the up-to-date innovations of AI technologies, and their applications in business. The second part of the electronic nose is a barcode "reader", which uses artificial intelligence (AI) to interpret the combination of colours on the barcode. Learn more. Artificial intelligence; Machine learning; Computer vision; Cybersecurity; Human factors; Underwater robotics ; Robot perception (sensing, detection and navigation)---In Singapore, Saab's research focus is based on the market needs of the region. By clicking subscribe, I agree to receive news updates and promotional material from Mediacorp and Mediacorp's partners. Nanyang Technological University Data Science & Artificial Intelligence Research Centre@ NTU Study of Markov Models enable the student ready to step into applied AI. Lead author of the study, Professor Chen Xiaodong, from the School of Materials Science and Engineering at NTU, said, "Our data fusion architecture has its own unique bioinspired features which includes a man-made system resembling the somatosensory-visual fusion hierarchy in the brain. Please enable scripts and reload this page. 20-Oct-2017. A patent has been filed for the invention and the team is working with a Singapore agribusiness company to extend the concept to other types of perishables, NTU said. The Alibaba-NTU … Last modified on The team comprising scientists from NTU Singapore and the University of Technology Sydney (UTS) published their findings in the scientific journal Nature Electronics in June. Data Protection And Privacy Research Theme 3 –Machine: Condition-Based Maintenance (CBMx) SCALE@NTU Featured in National AI Strategy Top-Tier Publications from SCALE@NTU. Further challenges arise from the integration of visual and sensory data as they represent mismatched datasets that must be processed separately and then merged at the end, which is inefficient and leads to slower response times. o Co-Director, S-Lab for Advanced Intelligence (S-Lab), NTU. A research-intensive public university, Nanyang Technological University, Singapore (NTU Singapore) has 33,000 undergraduate and postgraduate students in the Engineering, Business, Science, Humanities, Arts, & Social Sciences, and Graduate colleges. It also has a medical school, the Lee Kong Chian School of Medicine, set up jointly with Imperial College London. Artificial intelligence, multiagent systems, computational game theory, reinforcement learning, and optimization : Prof Cai Wentong: Prof Cai's research mainly focuses on the intersection between Computer Science and M&S. Prof Chu also worked for Iowa State University, USA, from 2011 to 2014 as professor and James M. Hoover Chair in Geotechnical Engineering. Artificial Intelligence / Machine Learning. Scientists from Nanyang Technological University, Singapore (NTU Singapore) have developed an Artificial Intelligence (AI) system that recognises hand gestures by combining skin-like electronics with computer vision. "Compared to rigid wearable sensors that do not form an intimate enough contact with the user for accurate data collection, our innovation uses stretchable strain sensors that comfortably attaches onto the human skin. meREWARDS lets you get coupon deals, and earn cashback when you complete surveys, dine, travel and shop with our partners. Oct 27, 2020 Online 1 day 642 SGD ≈ $481. Disclaimer • Results showed that hand gesture recognition powered by the bio-inspired AI system was able to guide the robot through the maze with zero errors, compared to six recognition errors made by a visual-based recognition system. We believe such features make our architecture unique to existing approaches.". Director of the Computational Intelligence Laboratory University of Louisville: Prof. Marianne Winslett Research Professor University of Illinois at Urbana-Champaign: Dr. Simon See Director Nvidia AI Technology Centre 1 Dec, 2017. Its colour intensity changes with an increasing concentration of bioamines as the meat decays further, the university explained. And AI will be a part of every aspect of our lives — impacting how we work, learn, eat, travel, obtain healthcare and receive various services. August 13, 2020. How to relearn 101 Disinfection robot built by NTU Singapore researchers to help fight COVID-19. Current appointments and positions: o Professor, Computer Science and Engineering (tenured). 20-Oct-2017, Student exchange and short-term mobility programmes, TRACS (Talent Recruitment and Career Support Office). In this series, participants will understand the fundamental aspects of Artificial Intelligence (AI) and its up-to-date technological development. 1 May, 2018. Programme Fee (Singapore Citizens) 39,000: Programme Fee(Singapore Permanent Residents) 46,500: Programme Fee (International Students) 58,000 : For accepted applicants , please click here to pay the Acceptance Deposit of $5000. This year, NTU Singapore also launched a new undergraduate degree course in Data Science and Artificial Intelligence, in response to rapidly growing demand for these capabilities across industries in Singapore. The course will motivate you to work closely with data and make data-driven decisions in your field of study. Although artificial intelligence (AI), virtual reality (VR) and augmented reality (AR) might... Engineering / Technology. Artificial Intelligence – state space representation, uninformed search, and reinforcement learning. The wearable sensors recreate the skin's sensing ability, one of which is known as 'somatosensory'. Data Science & Artificial Intelligence Research Centre@ NTU. NTU_PageContent. Artificial intelligence (AI) has the potential to revolutionise military power and effectiveness. Artificial Intelligence – state space representation, uninformed search, and reinforcement learning. As a result, the system can rationally collect coherent information with less redundant data and less perceptual ambiguity, resulting in better accuracy". . (Full paper) Memory Networks for Fine-grained Opinion Mining. The investigation starts from the simplest static type-1 FLC, through interval type-2 FLC, to the most efficient novel fuzzy mapping-based controllers. For part-time candidates, they are 24 and 48 months respectively. Game development for everyone. Silog: Speech Input Logon. Share Article As Andrew said, artificial intelligence is transforming almost every aspects of business and our lives. The NTU scientists developed their bio-inspired AI system by combining three neural network approaches in one system: they used a 'convolutional neural network', which is a machine learning method for early visual processing, a multilayer neural network for early somatosensory information processing, and a 'sparse neural network' to 'fuse' the visual and somatosensory information together. Much like the invention of the smartphone which has revolutionised society, this work gives us hope that we could one day physically control all of our surrounding world with great reliability and precision through a gesture. NTU_PageContent. This service is not intended for persons residing in the EU. The second part of the electronic nose is a barcode "reader", which uses artificial intelligence (AI) to interpret the combination of colours on the barcode. He was a Nanyang Assistant Professor during 2014-2018. Robot with human-like grip built by NTU Singapore start-up. Ranked amongst the world's top universities by QS, NTU has also been named the world's top young university for the past seven years. Smaller militaries – in this case, navies – should be able to cherry-pick AI technologies in order to gain new capabilities, particularly in intelligence, surveillance, and reconnaissance (ISR) … The NTU invention offered "both a robust sensor setup and a data analysis method that can accurately predict scent fingerprints", he said. For more information, visit www.ntu.edu.sg, Copyright • Artificial intelligence is a wing of computer science that deals with machines learning human-like intelligence. In 2020, the world will generate 50 times the amount... Engineering / Social Sciences. High accuracy was also maintained when the new AI system was tested under poor conditions including noise and unfavourable lighting. Prior to join NTU in 2013, he spent one year as an Associate Professor at the Institute of Computing Technology of the Chinese Academy of Sciences. He was a Nanyang Assistant Professor during 2014-2018. The threshold for developing digital games is rather high today because computer programming often involves a steep learning curve. The Artificial Intelligence specialisation trains computing professionals in advanced principles, algorithms, and applications in AI. Students of this programme are not eligible for Service Obligation. Especially, participants will get insights on how AI can be applied in various industry verticals, and thus to reimagine and develop future businesses with AI. AI gesture recognition systems that were initially visual-only have been improved upon by integrating inputs from wearable sensors, an approach known as 'data fusion'. This allows for high-quality signal acquisition, which is vital to high-precision recognition tasks," added Prof Chen, who is also Director of the Innovative Centre for Flexible Devices (iFLEX) at NTU. Full name. NTU Singapore Scientists Develop Artificial Intelligence System for High Precision Recognition of Hand Gestures. NTU, Alibaba to set up artificial intelligence research institute The five-year partnership was marked by a signed memorandum of understanding at NTU. He joined NTU in 1991 after receiving his PhD from The University of New South Wales, Australia. 0 59 views. A sensor network powered by an artificial intelligence (AI) algorithm developed by scientists from Nanyang Technological University, Singapore (NTU Singapore) can accurately detect, in real-time, gas leaks and unwanted water seepage into gas pipeline networks. Website under construction. The University's main campus is frequently listed among the Top 15 most beautiful university campuses in the world and it has 57 Green Mark-certified (equivalent to LEED-certified) building projects, of which 95% are certified Green Mark Platinum. You may be trying to access this site from a secured browser on the server. ... Project Title: Artificial Intelligence and Multimodal Population Health Data: Imaging Platform Establishment and … READ: Is your fridge full of spoiling food? However, gesture recognition precision is still hampered by the low quality of data arriving from wearable sensors, typically due to their bulkiness and poor contact with the user, and the effects of visually blocked objects and poor lighting. It looks like the email address you entered is not valid. AI NTU Singapore Scientists Develop Artificial Intelligence System for High Precision Recognition of Hand Gestures Shannon Davis. Students will be awarded the Master of Science in Artificial Intelligence after completion of study. It demystifies the AI technology from two perspectives: dominating AI technologies such as Computer Vision and Machine Learning; and their strategic integration with industries like Healthcare, Fintech and Autonomous … NTU researchers develop sustainable way to create chitin using prawn shells and fruit waste. Paper titled "Gesture recognition using a bioinspired learning architecture that integrates visual data with somatosensory data from stretchable sensors", published in Nature Electronics, 8 June 2020. Scientists from Nanyang Technological University, Singapore (NTU Singapore) have developed an Artificial Intelligence … NTU Singapore scientists develop Artificial Intelligence system for high precision recognition of hand gestures. Subsequent tests of the electronic nose revealed an overall 98.5 per cent accuracy rate – 100 per cent accuracy in identifying spoiled meats, and 96 to 99 per cent accuracy for fresh and less fresh meats. Hawaii, USA. First author of the study, Dr Wang Ming from the School of Materials Science & Engineering at NTU Singapore, said, "The secret behind the high accuracy in our architecture lies in the fact that the visual and somatosensory information can interact and complement each other at an early stage before carrying out complex interpretation. NTU’s Data Science & Artificial Intelligence Research Centre is churning out the tools and the expertise to decipher big data. Allen TJ, Tashan T and Nolle L, IASTED International Conference on Artificial Intelligence and Applications, Innsbruck, Austria, 2011; Biologically inspired speaker verification using spiking self-organising map. The NTU research team is now looking to build a VR and AR system based on the AI system developed, for use in areas where high-precision recognition and control are desired, such as entertainment technologies and rehabilitation in the home. For more information about DSAIR and enquires on Data Science & Artificial Intelligence Research, kindly contact us: Email : NTU-DSAIR@ntu.edu.sg Address: DSAIR @ NTU, Sep 29, 2020 Online 1 day 642 SGD ≈ $481. Ms Junn Loh Manager, Media Relations Corporate Communications Office Nanyang Technological University, Singapore Email: junn(a.t.)ntu.edu.sg, About Nanyang Technological University, Singapore. The invention could help to reduce food wastage by confirming whether meat is fit for consumption more accurately than a "best before" label can, the research team said in a news release on Tuesday (Nov 10). 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