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Studies on the impact of road freight transport and alternative modes in Australia: a literature study
- Peters, L., Chattopadhyay, Gopi, Tuck, Michael
Missing value imputation via clusterwise linear regression
- Karmitsa, Napsu, Taheri, Sona, Bagirov, Adil, Makinen, Pauliina
In this paper a new method of preprocessing incomplete data is introduced. The method is based on clusterwise linear regression and it combines two well-known approaches for missing value imputation: linear regression and clustering. The idea is to approximate missing values using only those data points that are somewhat similar to the incomplete data point. A similar idea is used also in clustering based imputation methods. Nevertheless, here the linear regression approach is used within each cluster to accurately predict the missing values, and this is done simultaneously to clustering. The proposed method is tested using some synthetic and real-world data sets and compared with other algorithms for missing value imputations. Numerical results demonstrate that the proposed method produces the most accurate imputations in MCAR and MAR data sets with a clear structure and the percentages of missing data no more than 25%
- Falloon, Garry, Powling, Markus, Fraser, Sharon, Hatisaru, Vesife
E-Learning challenges for electronics and mechatronics education during lockdowns
- Jayawardena, Amal, Kahandawa, Gayan, Petty, Mark
Colloidal carbon interference in the treatability of pulp and paper wastewater by MBR
- Scholes, Emily, Brook-Carter, Phillip, Verheyen, Vincent
Robust malware defense in industrial IoT applications using machine learning with selective adversarial samples
- Khoda, Mahbub, Imam, Tasadduq, Kamruzzaman, Joarder, Gondal, Iqbal, Rahman, Ashfaqur
On robustness analysis of linear vibrational control systems
- Cheng, Xiaoxiao, Tan, Ying, Mareels, Iven
Union averaged operators with applications to proximal algorithms for min-convex functions
A new optimal power flow approach for wind energy integrated power systems
- Rahmani, Shima, Amjady, Nima
OEE improvement of thermoforming machines through application of TPM at Tibaldi Australasia
- Chundhoo, Vickram, Chattopadhyay, Gopinath, Gunawan, Indra, Ibrahim, Yousef
- Zhang, Wan, Chen, Jianfeng, Xue, Jianfeng
Differential evolution algorithm for predicting blast induced ground vibrations
- Saadat, Mahdi, Hasanzade, Ali, Khandelwal, Manoj
Long term warranty and after sales service concept, policies and cost models
- Rahman, Anisur, Chattopadhyay, Gopinath
On reliability evaluation of multistate weighted k -out-of- n system using present value
- Khorshidi, Hadi, Gunawan, Indra, Ibrahim, Yousef
Automatic Extraction of Buildings in an Urban Region
- Siddiqui, Fasahat, Teng, Shyh, Lu, Guojun, Awrangjeb, Mohammad
Efficient HEVC scheme using motion type categorization
- Podder, Pallab, Paul, Manoranjan, Murshed, Manzur
Determining the pressure pulse for an air blast
It's a man's world : The academic staff gender disparity in engineering in 21st Century Australia
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