Search Results - "2018 IEEE Conference on Big Data and Analytics (ICBDA)"

Maximising Competitive Advantage on E-Business Websites: A Data Mining Approach by Alazab, Ammar, Bevinakoppa, Savitri, Khraisat, Ansam

“…Many organizations are interested in analyzing and evaluating the web data for their websites because websites are a very important platform to carry out their…”
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New Cyber Threat Discovery from Darknet Marketplaces by Dong, Fangzhou, Yuan, Shaoxian, Ou, Haoran, Liu, Liang

“…Recently, cyber threats are growing in frequency and severity. A majority of them leave their digital traces in the darknet long time before they are disclosed…”
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Predictive Analytics: The Application of J48 Algorithm on Grocery Data to Predict Obesity by Daud, NurrAina, Mohd Noor, Nor Laila, Aljunid, Syed Ahmad, Noordin, Nurulhuda, Fahmi Teng, Nur Islami Mohd

“…Current conventional methods of predicting obesity are costly where the government collects huge amounts of public health data through National Health and…”
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Modelling and System Identification of Gas Fuel Valves in Rowen's Model for Dry Low Emission Gas Turbine by Omar, M., Ibrahim, R., Abdullah, M. F., Tarik, M. H. M.

“…A Dry-Low Emission (DLE) gas turbine is introduced due to a stringent requirement of government policy on Carbon Monoxide (CO) and Nitrogen Oxide (NOx)…”
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Identifying Beneficial Sessions in an e-learning System Using Machine Learning Techniques by Hussain, Mushtaq, Zhu, Wenhao, Zhang, Wu, Ni, Jianyue, Khan, Zaheer Ullah, Hussain, Sadiq

“…The first goal of this project is to investigate the beneficial sessions for each student in an e-learning system. The second goal is to explore the…”
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Agent-based Modeling of Inter-provincial Migration in the Mekong Delta, Vietnam: A Data Analytics Approach by Nguyen, Hung Khanh, Chiong, Raymond, Chica, Manuel, Middleton, Richard H.

“…The Mekong Delta (MKD) region in Vietnam has experienced large-scale inter-provincial migration flows. This study employs agent-based modeling to explore…”
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Acoustic Emission Source Localization On A Pipeline Using Convolutional Neural Network by Heng, Hoo Yu, Sathya Theesar Shanmugam, Jeeva, Balan Nair, Madhavan al, Morris Abraham Gnanamuthu, Ezra

“…Acoustic emission (AE) is widely used for fault detection and localization, from structures like concrete buildings or vehicles to transportation pipeline for…”
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Multi-PSO based Classifier Selection and Parameter Optimisation for Sentiment Polarity Prediction by Budhi, Gregorius Satia, Chiong, Raymond, Hu, Zhongyi, Pranata, Ilung, Dhakal, Sandeep

“…In the big data era, machine learning algorithms are extensively used for sentiment polarity prediction. However, identifying the correct machine learning…”
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Machine Learning Model for Analyzing Learning Situations in Programming Learning by Kawaguchi, Shota, Sato, Yoshiki, Nakayama, Hiroki, Onuma, Ryo, Nakamura, Shoichi, Miyadera, Youzou

“…In programming learning, students have individual difficulties, and teachers need to grasp those difficulties and provide appropriate support for the students…”
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A Big Data Analytics Model for Household Electricity Consumption Tracking and Monitoring by Dollah, Roimah, Aris, Hazleen

“…The abundance of data nowadays can offer infinite opportunities and possibilities if being systematically explored. Exploration of the data can be achieved…”
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Predicting Personal Mobility Data Disclosure by Dinero, Jersey, Chua, Hui Na

“…Personal data has multiple categories, such as demographic, firmographic (organizational), behavioral and psychographic data. Mobility data is one of the…”
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A Framework of Ultrasounds Image Slice Positioning and Orientation in 3D Augmented Reality Environment using Hybrid Tracking Method by Mat Isham, Muhammad Ismail, Mohamed, Farhan, Siang, Chan Vei, Azimi Yusoff, Yusman, Abd Aziz, Ahmad Ashraf, Ekashanti Octorina Dewi, Dyah

“…Augmented reality (AR) in ultrasound image guided able to improve the understanding of medical personnel to the scanned anatomy. The issues in ultrasound…”
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Associative Classification of the Jordanian Hospitals Efficiency Based on DEA by Alaiad, Ahmad, Najadat, Hassan, Al-Mnayyis, Nusaiba, Khalil, Ashwaq

“…Data Envelopment Analysis (DEA) has been widely used in many fields. Recently, it has been adopted by healthcare sector to improve efficiency and performance…”
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FP-NoSQL: An Efficient Frequent Itemset Mining Algorithm Using the FP-DB Approach by Chee, Chin-Hoong, Jaafar, Jafreezal, Aziz, Izzatdin Abdul

“…One of the most favoured abilities of Information Technology (IT) among many Chief Executive Officials (CEOs) is data analytics. This is because it helps to…”
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Reconstruction of Large-Scale Gene Regulatory Networks Using Regression-based Models by Mohamed Salleh, Faridah Hani, Zainudin, Suhaila, Raih, Mohd Firdaus

“…Gene regulatory networks (GRN) reconstruction is the process of identifying gene regulatory interactions from experimental data through computational analysis…”
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Risk Overview and Cost Prediction Model for Refinery Equipment Using Life Cycle Costing Analysis by Zainuddin, Radziah, Jaafar, Jafreezal, Aziz, Izzatdin Abdul

“…Precise prediction of certain factors in every industry is very crucial to ensure all materials, equipment and other resources are being used optimally…”
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A Framework of Position Tracked Freehand 3D Ultrasound Reconstruction Using Game Controller and Pixel Nearest Neighbour Method for Marching Cubes Volume Visualization by Siang, Chan Vei, Mohamed, Farhan, Mat Isham, Muhammad Ismail, Azimi Yusoff, Yusman, Abd Aziz, Ahmad Ashraf, Ekashanti Octorina Dewi, Dyah

“…3D ultrasound reconstruction is able to improve the understanding of physicians to the scanned anatomy. But the recent technologies are very expensive and…”
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An Analysis on the Effect of Consumers Behaviour Towards Household Electricity Consumption by Aris, Hazleen, Dollah, Roimah, Jamalludin, Khairul-Nisa

“…In the recent years, the world has witnessed significant surge in energy consumption due to the increasing population. The world's population exceeded 7…”
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Data Visualization for Evaluation Form Management System by Akhir, Emelia Akashah P., Aziz, NorShakirah, Roslin, Amirul Fitri

“…Data visualization in graphical form can help organization to view the summary of their data, which facilitates better pattern recognition to derive any…”
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Prediction of Lifetime Digital Heat Exchanger using Life Cycle Cost Analysis (LCCA) by Nor, Nurul Harzira Mohamad, Aziz, Izzatdin Abdul, Rashid, Noor Adilah

“…The Life Cycle Cost Analysis (LCCA) is typically used as the process of compiling all costs that owner of an asset will incur over the lifespan. The purpose of…”
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