Search Results - "2020 - 5th International Conference on Information Technology (InCIT)"

Reducing Overfitting and Improving Generalization in Training Convolutional Neural Network (CNN) under Limited Sample Sizes in Image Recognition by Thanapol, Panissara, Lavangnananda, Kittichai, Bouvry, Pascal, Pinel, Frederic, Leprevost, Franck

“…In deep learning, application of Convolutional Neural Network (CNN) is prolific in image recognition. CNN assumes that large amount of samples are available in…”
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Implementing Dockerized Elastic Stack for Security Information and Event Management by Mulyadi, Ferdy, Annam, Leela Aditya, Promya, Ridnarong, Charnsripinyo, Chalermpol

“…In security information and event management (SIEM), real-time monitoring together with analysis of log data for correlation of events can provide anomaly…”
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HandKey: An Efficient Hand Typing Recognition using CNN for Virtual Keyboard by Enkhbat, Avirmed, Shih, Timothy K., Thaipisutikul, Tipajin, Hakim, Noorkholis Luthfil, Aditya, Wisnu

“…This paper proposes an efficient framework that recognizes hand typing motions and gestures for making a virtual keyboard by using a single RGB camera. There…”
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Developing a Smart IoT Solution to Monitor on-Bed Movement Patterns by Youngkong, Prakrankiat, Panpanyatep, Worawit, Thamrongaphichartkul, Kitti

“…IoT devices and systems become a part of modern living. They are mostly used to monitor daily activities, especially related to personal health and fitness. In…”
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Providing an End-to-End Privacy Preservation over LoRa WanPlatforms by Khamsaeng, Charat, Mongkolluksamee, Sophon

“…LoRaWAN is the low power wide area network that offers long-range communication. It has been widely used in outdoor IoT applications. There are many available…”
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Novelty Detection of Beverage Bottle Images Based on Transfer Learning by Jintawatsakoon, Supanat, Charoenruengkit, Werayuth

“…The recent advances in image recognition are commonly based on the convolution neural network (CNN). Many CNN architectures have been investigated with a great…”
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Survey of Serious Game Controllers for Stroke Rehabilitation by Utthayotha, Sanya, Choosri, Noppon

“…The aim of this research is to survey how commercial game controllers play a role in rehabilitation serious games. We explore four main research questions as…”
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Serious Game Enhanced Learning for Agricultural Engineering Education: Two Games Development Based on IoT Technology by Tangworakitthaworn, Preecha, Tengchaisri, Vachirawit, Sudjaidee, Pawin

“…Promoting learners' experiences in agricultural disciplines is an ultimate goal of this research. Using both technology enhanced learning (TEL) and serious…”
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Performance Evaluation of High-Performance and Flexible Protocol on Data Mover Challenge by Pavarangkoon, Praphan, Murata, Ken T., Yamamoto, Kazunori, Fujita, Naoyuki, Ohkawa, Hirofumi, Mikai, Hidekazu, Ikehata, Yosuke, Muranaga, Kazuya, Mizuhara, Takamichi, Takaki, Ayahiro, Kakizawa, Yasunori

“…Data mover challenge (DMC) for Supercomputing Asia organized by the National Supercomputing Centre (NSCC), Singapore is a competition for data transfer node…”
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The Development of Air Quality Monitoring System using IoT and LPWAN by Udomlumlert, Attapon, Vichaidis, Napaphat, Kamin, Pichitchai, Surasak, Thattapon, Huang, Scott C.-H., Jiteurtragool, Nattagit

“…A long-term exposure to PM 2.5 may lead to health risks, cardiac arrhythmias and heart attacks, and respiratory effects such as plaque deposits in arteries…”
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Proposal of a Generic Skills Improvement System in Which Students, Parents and Teachers Cooperate by Kawasaki, Koji, Kubota, Yoshikatsu, Yajima, Kuniaki

“…A continuous survey of students' Generic Skills (GSs) has been conducted since the academic year of 2014 at Sendai KOSEN. Six years have passed since the…”
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Environment Monitoring System through LoRaWAN for Smart Agriculture by Boonyopakorn, Pongsarun, Thongna, Thanamate

“…The Internet of Things (IoT) allows objects to be aware of the environment and be controlled remotely via existing network infrastructure, allowing for a more…”
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Thai Traffic Sign Classification and Recognition System Based on Histogram of Gradients, Color Layout Descriptor, and Normalized Correlation Coefficient by Namyang, Nattapol, Phimoltares, Suphakant

“…The traffic sign is one of the useful features for improving driving assistance technology. There are some different patterns in each country. As a result,…”
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Recognizing Breathing Sounds Using HMMs and Grammar by Phoophuangpairoj, Rong

“…Breathing is essential to human life. Observing respiratory rate is an important part of physical examinations. Recognizing changes in breathing patterns plays…”
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An Adoption of a Contradiction Detection Task to Assist the Summarization of Online Debates by Sanchan, Nattapong, Bontcheva, Kalina, Aker, Ahmet

“…In online debates, there are two opposing sides in which proponents and opponents sentimentally make arguments on various controversial topics. Currently, most…”
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Canines Rabies Epidemic and Control Simulator by Youngjitikornkun, Chawapat, Jiwattanakul, Jirawat, Kusakunniran, Worapan, Wiratsudakul, Anuwat, Thanapongtharm, Weerapong, Chumkaeo, Arun, Leelahapongsathon, Kansuda

“…Rabies, a fatal and infectious disease, is still endemic in all regions of Thailand. Domestic dogs are the most common reservoir of the virus. In a practical…”
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Impact of Network QoS factors on QoE of IoT Services by Khamosh, Abdurauf, Anwer, Mohammad Anwer, Nasrat, Nasratullah, Hamdard, Javid, Gawhari, Gawhar Shah, Ahmadi, Abdul Rahim

“…The Internet of Things (IoT) is a comprehensive system of interconnected computing devices, digital and mechanical machines provided with unique identifiers…”
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Blockchain-Based Implementation for Integration of DNA Profiles Information Systems by Ya Aung, Sai Thu, Pluempitiwiriyawej, Charnyote

“…Blockchain has been a new technology that involves an emergent evolution of many areas, particularly in finance, healthcare and supply chain. Due to its…”
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Pattana: An Online Course Learning Outcome Assessment Application by Sajjacholapunt, Petch, Permpholphattana, Suvijak, Sariyarsheeva, Kamonrak, Phanphila, Prakritchai, Jatuviriyapornchai, Watthanan

“…In education, assessment is one of the primary measurement tools. Formative assessment is an assessment for enhancing student learning by giving feedback from…”
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Non-Communicable Diseases Classification using Multi-Label Learning Techniques by Sangkatip, Worawith, Phuboon-Ob, Jiratta

“…Non-communicable diseases: NCDs are one of leading causes of death in the world. Multi-NCDs patients tend to undergo and suffer from multiple coexistent…”
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