Forecasting Daily Electricity Consumption in Thailand Using Regression, Artificial Neural Network, Support Vector Machine, and Hybrid Models

by Buddhakulsomsiri, J., Harncharnchai, T., Pannakkong, W.
Published 2022

Optimal machine learning methods for prediction of high-flow nasal cannula outcomes using image features from electrical impedance tomography

by Dai, M., Fu, F., Gao, Y., Li, Z., Möller, K., Yang, L., Zhao, Z.
Published 2023

Tomek Link and SMOTE Approaches for Machine Fault Classification with an Imbalanced Dataset

by Bokoro, P., Doorsamy, W., Swana, E.F
Published 2022

Automatic Classification of the Ripeness Stage of Mango Fruit Using a Machine Learning Approach

by Chiangga, S., Sakunasinha, P., Worasawate, D.
Published 2022

Mid-Infrared Reflectance Spectroscopy for Estimation of Soil Properties of Alfisols from Eastern India

by Biradar, C., Chaudhari, S.K, Chaudhary, R.S, Coumar, M.V, Dey, P., Dhyani, S.K, Hati, K.M, Jayaraman, S., Jha, P., Londhe, S., Mohanty, M., Muchhala, P., Patra, A.K, Rizvi, J., Shepherd, K., Sila, A., Singh, M., Sinha, N.K, Thakur, J.K, Towett, E., Weullow, E.
Published 2022

Recognizing Continuous Multiple Degrees of Freedom Foot Movements with Inertial Sensors

by Luo, L., Mai, J., Wang, Q., Zhu, C.
Published 2022

Multimodal Data Fusion of Electromyography and Acoustic Signals for Thai Syllable Recognition

by De Herrera, A.G.S, Jong, N.S, Phukpattaranont, P.
Published 2021

Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome

by Drews, J., Gryak, J., Najarian, K., Reamaroon, N., Sabeti, E., Sjoding, M.W, Warner, E.
Published 2021

Human Activities Detection and Classification Based on Micro-Doppler Signatures Near the Baseline of Forward Scattering Radar

by Abdullah, A.R, Alnaeb, A., Pasya, I., Rashid, N.E.A, Salah, A.A, Sali, A., Syamsul, R.
Published 2018

Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding

by Jeng, P.-Y, Jung, T.-P, Wang, L.-C, Wei, C.-S
Published 2021

A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video

by Akbarzadeh, S., Awais, M., Chen, W., Dudink, J., Farooq Abbasi, S., Long, X., Lu, C., Wang, L., Wang, X., Yin, B., Zhang, J.
Published 2021

Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning

by Cabon, S., Carrault, G., Poree, F., Simon, A., Weber, R.
Published 2021

A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation

by De Lange, T., Halvorsen, P., Jha, D., Johansen, D., Johansen, H.D, Riegler, M.A, Smedsrud, P.H
Published 2021

Smartphone-and Smartwatch-Based Remote Characterisation of Ambulation in Multiple Sclerosis during the Two-Minute Walk Test

by Baker, M., Bernasconi, C., Bourke, A.K, Creagh, A.P, De Vos, M., Gossens, C., Lindemann, M., Lipsmeier, F., Scotland, A., Simillion, C., Van Beek, J.
Published 2021

A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection without Segmentation

by Denman, S., Dissanayake, T., Fernando, T., Fookes, C., Ghaemmaghami, H., Sridharan, S.
Published 2021

Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval

by Fang, J., Fu, H., Liu, J., Yan, X., Yan, Y., Zeng, D.
Published 2021

Detailed Assessment of Sleep Architecture with Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients with Obstructive Sleep Apnea

by Aakko, J., Afara, I.O, Duce, B., Kainulainen, S., Kalevo, L., Korkalainen, H., Leino, A., Leppanen, T., Myllymaa, S., Toyras, J.
Published 2021

An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection

by Benatti, S., Benini, L., Burrello, A., Rahimi, A., Schindler, K.
Published 2021

Wearable Respiration Monitoring: Interpretable Inference with Context and Sensor Biomarkers

by Alam, R., Lach, J.C, Peden, D.B
Published 2021

1D Convolutional Neural Networks for Detecting Nystagmus

by Cox, S.J, Newman, J.L, Phillips, J.S
Published 2021