Machine condition prognosis based on sequential Monte Carlo method. - Wahyu Caesarendra; Gang Niu 002; Bo-Suk Yang (Expert Syst. Appl., 2010)

Intelligent prognostics for battery health monitoring based on sample entropy. - Achmad Widodo; Min-Chan Shim; Wahyu Caesarendra; Bo-Suk Yang (Expert Syst. Appl., 2011)

Combined Probability Approach and Indirect Data-Driven Method for Bearing Degradation Prognostics. - Wahyu Caesarendra; Achmad Widodo; Hong Thom Pham; Bo-Suk Yang; Joga Dharma Setiawan (IEEE Trans. Reliab., 2011)

An application of nonlinear feature extraction - A case study for low speed slewing bearing condition monitoring and prognosis. - Wahyu Caesarendra; Buyung Kosasih; Kiet Tieu; Craig A. S. Moodie (AIM, 2013)

Slew bearing early damage detection based on multivariate state estimation technique and sequential probability ratio test. - Wahyu Caesarendra; Jong Myeong Lee; Jung Min Ha; Byeong-Keun Choi (AIM, 2015)

Pattern recognition methods for multi stage classification of parkinson's disease utilizing voice features. - Wahyu Caesarendra; Farika T. Putri; Mochammad Ariyanto; Joga Dharma Setiawan (AIM, 2015)

Robot control and decision making through real-time sensors monitoring and analysis for industry 4.0 implementation on aerospace component manufacturing. - Tomi Wijaya; Wahyu Caesarendra; Bobby K. Pappachan; Tegoeh Tjahjowidodo; Arthur Wee; Muhammad Izzat Roslan (PACRIM, 2017)

Frequency Domain Analysis of Sensor Data for Event Classification in Real-Time Robot Assisted Deburring. - Bobby K. Pappachan; Wahyu Caesarendra; Tegoeh Tjahjowidodo; Tomi Wijaya (Sensors, 2017)

Analysis of Contact Conditions Based on Process Parameters in Robotic Abrasive Belt Grinding Using Dynamic Pressure Sensor. - Vigneashwara Pandiyan; Tegoeh Tjahjowidodo; Wahyu Caesarendra; Gunasekaran Praveen; Tomi Wijaya; Bobby K. Pappachan (SCIS&ISIS, 2018)

Adaptive neuro-fuzzy inference system for deburring stage classification and prediction for indirect quality monitoring. - Wahyu Caesarendra; Tomi Wijaya; Tegoeh Tjahjowidodo; Bobby K. Pappachan; Arthur Wee; Muhammad Izzat Roslan (Appl. Soft Comput., 2018)

Parsimonious Network based on Fuzzy Inference System (PANFIS) for Time Series Feature Prediction of Low Speed Slew Bearing Prognosis. - Wahyu Caesarendra; Mahardhika Pratama; Tegoeh Tjahjowidodo; Kiet Tieu; Buyung Kosasih (CoRR, 2018)

Deep Learning with a Recurrent Network Structure in the Sequence Modeling of Imbalanced Data for ECG-Rhythm Classifier. - Annisa Darmawahyuni; Siti Nurmaini; Sukemi; Wahyu Caesarendra; Vicko Bhayyu; Muhammad Naufal Rachmatullah; Firdaus (Algorithms, 2019)

Pattern Recognition of Single-Channel sEMG Signal Using PCA and ANN Method to Classify Nine Hand Movements. - Moh Arozi; Wahyu Caesarendra; Mochammad Ariyanto; M. Munadi; Joga Dharma Setiawan; Adam Glowacz (Symmetry, 2020)

Modelling of Material Removal in Abrasive Belt Grinding Process: A Regression Approach. - Vigneashwara Pandiyan; Wahyu Caesarendra; Adam Glowacz; Tegoeh Tjahjowidodo (Symmetry, 2020)

Influence of Superheated Vapour in Organic Rankine Cycles with Working Fluid R123 Utilizing Low-Temperature Geothermal Resources. - Totok Prasetyo; Mochamad Denny Surindra; Wahyu Caesarendra; Taufik; Adam Glowacz; Muhammad Irfan 008; Witold Glowacz (Symmetry, 2020)

YOLOv4 RGBT Human Detection on Unmanned Aerial Vehicle Perspective. - Putri Shaniya; Grafika Jati; Machmud Roby Alhamidi; Wahyu Caesarendra; Wisnu Jatmiko (IWBIS, 2021)

FaceNet with RetinaFace to Identify Masked Face. - Sengli Egani Sitepu; Grafika Jati; Machmud Roby Alhamidi; Wahyu Caesarendra; Wisnu Jatmiko (IWBIS, 2021)

Heat Rate Prediction of Combined Cycle Power Plant Using an Artificial Neural Network (ANN) Method. - Yondha Dwika Arferiandi; Wahyu Caesarendra; Herry Nugraha (Sensors, 2021)

A Novel Feature Extraction and Fault Detection Technique for the Intelligent Fault Identification of Water Pump Bearings. - Muhammad Irfan 008; Abdullah S. Alwadie; Adam Glowacz; Muhammad Awais 003; Saifur Rahman; Mohammad Kamal Asif Khan; Mohammad Jalalah; Omar AlShorman; Wahyu Caesarendra (Sensors, 2021)

Change Detection from Areal Imagery Drones Using Siamese U-Net with Spatial Attention Module. - Lalu Syamsul Khalid; Grafika Jati; Wahyu Caesarendra; Wisnu Jatmiko (IWBIS, 2022)

Classification of bird sounds as an early warning method of forest fires using Convolutional Neural Network (CNN) algorithm. - Silvester Dian Handy Permana; Gusti Saputra; Budi Arifitama; Yaddarabullah; Wahyu Caesarendra; Robbi Rahim (J. King Saud Univ. Comput. Inf. Sci., 2022)

Enhancing Neuromuscular Disease Diagnosis Through PCA-SVM Analysis of EMG Signals: A Classification Approach. - I Ketut Adi Purnawan; Adhi Dharma Wibawa; Wahyu Caesarendra; Mauridhi Hery Purnomo (IECON, 2023)

Burrs and Sharp Edge Detection of Metal Workpiece Using CNN Image Classification Method for Intelligent Manufacturing Application. - Kirana Astari Pranoto; Wahyu Caesarendra; Mohamad Iskandar Petra; Grzegorz Królczyk; Mochamad Denny Surindra; Putri Wulandari Yoyo (INDIN, 2023)

EEG Classification while Listening to Murottal Al-Quran and Classical Music using Random Forest Method. - Heni Sumarti; Fahira Septiani; Agus Sudarmanto; Wahyu Caesarendra; Edmi Edison Rizki (Knowl. Eng. Data Sci., 2023)

Comparative study of Gazebo and Unity 3D in performing a virtual pick and place of Universal Robot UR3 for assembly process in manufacturing. - Guntur Danang Wijaya; Wahyu Caesarendra; Mohamad Iskandar Petra; Grzegorz Królczyk; Adam Glowacz (Simul. Model. Pract. Theory, 2024)

Detection of flood-affected areas using multitemporal remote sensing data: a machine learning approach. - Robert Kurniawan; Imam Sujono; Wahyu Caesarendra; Bahrul Ilmi Nasution; Prana Ugiana Gio (Earth Sci. Informatics, 2025)

Modified U-Net with attention gate for enhanced automated brain tumor segmentation. - Shoffan Saifullah; Rafal Drezewski; Anton Yudhana; Maciej Wielgosz; Wahyu Caesarendra (Neural Comput. Appl., 2025)

Use of machine learning models in condition monitoring of abrasive belt in robotic arm grinding process. - Mochamad Denny Surindra; Gusti Ahmad Fanshuri Alfarisy; Wahyu Caesarendra; Mohamad Iskandar Petra; Totok Prasetyo; Tegoeh Tjahjowidodo; Grzegorz Królczyk; Adam Glowacz; Munish Kumar Gupta (J. Intell. Manuf., 2025)