Optimized autoencoder deep learning for carbon stock estimation using multi source remote sensing data in tropical rainforests.

Ervin Gubin Moung https://orcid.org/0000-0003-3787-9613

John Khoo Rayner Alfred Chin Kim On Ervin Gubin Moung Oliver Valentine Eboy Normah Awang Besar Raffie Luaran Nosius Optimized autoencoder deep learning for carbon stock estimation using multi source remote sensing data in tropical rainforests. 2026 December 259 6 Discov. Artif. Intell. 1 https://doi.org/10.1007/s44163-026-01010-y db/journals/dai/dai6.html#KhooAOMERN26 streams/journals/dai

Vida Ghalami Tohid Yousefi Rezaii Mohammad Ali Tinati Ali Farzamnia Azam Khalili Amir Rastegarnia Ervin Gubin Moung User Identification and Verification based on Auditory Evoked Potentials Using CNN. 575-591 2025 January 44 Circuits Syst. Signal Process. 1 https://doi.org/10.1007/s00034-024-02862-4 db/journals/cssp/cssp44.html#GhalamiRTFKRM25 streams/journals/cssp

Maisarah Mohd Sufian Ervin Gubin Moung Chin Kim On Mohd. Hanafi Ahmad Hijazi Jamal Ahmad Dargham Januarius Gobilik Applications, Algorithms, Advances, and Challenges: Hyperspectral Imaging and Machine Learning for Livestock Health Monitoring. 235-244 2025 ICAAI https://doi.org/10.1145/3787279.3787318 conf/icaai/2025 db/conf/icaai/icaai2025.html#SufianMOHDG25

Mohd Suhairi Md Suhaimin Mohd. Hanafi Ahmad Hijazi Ervin Gubin Moung Puteri Nor Ellyza binti Nohuddin Stephanie Chua Frans Coenen Corrigendum to "Social media sentiment analysis and opinion mining in public security: Taxonomy, trend analysis, issues and future directions" [J. King Saud Univ. - Comput. Inform. Sci. 35(9) (2023) 101776]. 102121 2024 36 J. King Saud Univ. Comput. Inf. Sci. 6 https://doi.org/10.1016/j.jksuci.2024.102121 db/journals/jksucis/jksucis36.html#SuhaiminHMNCC24 streams/journals/jksucis

Ali Farzamnia Seyed Hamidreza Hazaveh Seyede Safieh Siadat Ervin Gubin Moung MRI Brain Tumor Detection Methods Using Contourlet Transform Based on Time Adaptive Self-Organizing Map. 113480-113492 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3322450 db/journals/access/access11.html#FarzamniaHSM23

Maisarah Mohd Sufian Ervin Gubin Moung Mohd. Hanafi Ahmad Hijazi Farashazillah Yahya Jamal Ahmad Dargham Ali Farzamnia Florence Sia Nur Faraha Mohd Naim COVID-19 Classification through Deep Learning Models with Three-Channel Grayscale CT Images. 36 2023 March 7 Big Data Cogn. Comput. 1 https://doi.org/10.3390/bdcc7010036 db/journals/bdcc/bdcc7.html#SufianMHYDFSN23

Owen Tamin Ervin Gubin Moung Jamal Ahmad Dargham Farashazillah Yahya Ali Farzamnia Florence Sia Nur Faraha Mohd Naim Lorita Angeline On-Shore Plastic Waste Detection with YOLOv5 and RGB-Near-Infrared Fusion: A State-of-the-Art Solution for Accurate and Efficient Environmental Monitoring. 103 2023 7 Big Data Cogn. Comput. 2 https://doi.org/10.3390/bdcc7020103 https://www.wikidata.org/entity/Q125772203 db/journals/bdcc/bdcc7.html#TaminMDYFSNA23

Mohd Suhairi Md Suhaimin Mohd. Hanafi Ahmad Hijazi Ervin Gubin Moung Puteri Nor Ellyza binti Nohuddin Stephanie Chua Frans Coenen Social media sentiment analysis and opinion mining in public security: Taxonomy, trend analysis, issues and future directions. 101776 2023 October 35 J. King Saud Univ. Comput. Inf. Sci. 9 https://doi.org/10.1016/j.jksuci.2023.101776 https://www.wikidata.org/entity/Q123433207 db/journals/jksucis/jksucis35.html#SuhaiminHMNCC23

Aishu Xie Ervin Gubin Moung An Overview for Computer-Assisted Automated Spinal Scoliosis Measurement. 331-336 2023 ICEITSA https://doi.org/10.1145/3641343.3641406 https://www.wikidata.org/entity/Q130918477 conf/iceitsa/2023 db/conf/iceitsa/iceitsa2023.html#XieM23 Mohd Suhairi Md Suhaimin Mohd. Hanafi Ahmad Hijazi Ervin Gubin Moung Mohd Azwan Mohamad Hamza Data Augmentation Approach for Language Identification in Imbalanced Bilingual Code-Mixed Social Media Datasets. 257-261 2023 IICAIET https://doi.org/10.1109/IICAIET59451.2023.10292108 conf/iicaiet/2023 db/conf/iicaiet/iicaiet2023.html#SuhaiminHMH23 Bei Ren Tan Ervin Gubin Moung Muhd. Nur Afnan Uda Kenneth Tze Kin Teo Lorita Angeline Advancing Weed Detection in Agricultural Landscapes Using Computer Vision. 341-346 2023 IICAIET https://doi.org/10.1109/IICAIET59451.2023.10291809 conf/iicaiet/2023 db/conf/iicaiet/iicaiet2023.html#TanMUTA23

Owen Tamin Badrul Ikram Ahmad Lutfi Amri Ramli Ervin Gubin Moung Christie Pei-Yee Chin Travel-Time Estimation by Cubic Hermite Curve. 307 2022 13 Inf. 7 https://doi.org/10.3390/info13070307 db/journals/information/information13.html#TaminIRMC22

Mohd Khairulanwar Rizalman Ervin Gubin Moung Jamal Ahmad Dargham Zuhair Jamain Nurul'azah Mohd Yaakub Sigeru Omatu 0001 Internet-of-Things for Smart Dryers: Enablers, State of the arts, Challenges, and Solutions. 1-6 2022 IICAIET https://doi.org/10.1109/IICAIET55139.2022.9936770 conf/iicaiet/2022 db/conf/iicaiet/iicaiet2022.html#RizalmanMDJYO22 Maisarah Mohd Sufian Ervin Gubin Moung Jamal Ahmad Dargham Farashazillah Yahya Sigeru Omatu 0001 Pre-trained Deep Learning Models for COVID19 Classification: CNNs vs. Vision Transformer. 1-6 2022 IICAIET https://doi.org/10.1109/IICAIET55139.2022.9936852 conf/iicaiet/2022 db/conf/iicaiet/iicaiet2022.html#SufianMDYO22 Owen Tamin Ervin Gubin Moung Jamal Ahmad Dargham Farashazillah Yahya Sigeru Omatu 0001 Lorita Angeline A Comparison of RGB and RGNIR Color Spaces for Plastic Waste Detection Using The YOLOv5 Architecture. 1-6 2022 IICAIET https://doi.org/10.1109/IICAIET55139.2022.9936771 conf/iicaiet/2022 db/conf/iicaiet/iicaiet2022.html#TaminMDYOA22

Ervin Gubin Moung Chong Joon Hou Maisarah Mohd Sufian Mohd. Hanafi Ahmad Hijazi Jamal Ahmad Dargham Sigeru Omatu 0001 Fusion of Moment Invariant Method and Deep Learning Algorithm for COVID-19 Classification. 74 2021 5 Big Data Cogn. Comput. 4 https://doi.org/10.3390/bdcc5040074 db/journals/bdcc/bdcc5.html#MoungHSHDO21

Mohd Norhisham Razali Ervin Gubin Moung Farashazillah Yahya Chong Joon Hou Rozita Hanapi Raihani Mohamed Ibrahim Abaker Targio Hashem Indigenous Food Recognition Model Based on Various Convolutional Neural Network Architectures for Gastronomic Tourism Business Analytics. 322 2021 12 Inf. 8 https://doi.org/10.3390/info12080322 db/journals/information/information12.html#RazaliMYHHMH21

Ali Farzamnia Eng Soo Yew Ervin Gubin Moung A Non-cooperative Uplink Power Control for CDMA Wireless Communication System. 1249-1265 2020 114 Wirel. Pers. Commun. 2 https://doi.org/10.1007/s11277-020-07419-7 db/journals/wpc/wpc114.html#FarzamniaYM20

Jamal Ahmad Dargham Ali Chekima Ervin Gubin Moung Hock Tze Wong Seng Kheau Chung Estimating the Number of Cameras Required for a Given Classroom for Face-based Smart Attendance System. 1-5 2020 IICAIET https://doi.org/10.1109/IICAIET49801.2020.9257817 conf/iicaiet/2020 db/conf/iicaiet/iicaiet2020.html#DarghamCMWC20

Ali Farzamnia Ling Hui Zhen Ervin Gubin Moung Efficient Cellular Network with Network Coding in Disaster Area. 701-718 2019 106 Wirel. Pers. Commun. 2 https://doi.org/10.1007/s11277-019-06186-4 db/journals/wpc/wpc106.html#FarzamniaZM19

Ali Farzamnia Lee Wan Hua Ervin Gubin Moung Network Coded MIMO Cooperative Communications for the Emergency Area. 1001-1019 2019 109 Wirel. Pers. Commun. 2 https://doi.org/10.1007/s11277-019-06601-w db/journals/wpc/wpc109.html#FarzamniaHM19

Ali Farzamnia Muralindran Mariappan Ramanan Thangasalvam Ervin Gubin Moung Comparison of Bit Error Rate Performance for CDMA Systems in Different Fading and AWGN Channels. 1-5 2018 IICAIET https://doi.org/10.1109/IICAIET.2018.8638449 conf/iicaiet/2018 db/conf/iicaiet/iicaiet2018.html#FarzamniaMTM18 Ali Farzamnia San Chin Yit Manas Kumar Haldar Ervin Gubin Moung Cooperative Network Coding for International Mobile Telecommunications. 1-5 2018 IICAIET https://doi.org/10.1109/IICAIET.2018.8638462 conf/iicaiet/2018 db/conf/iicaiet/iicaiet2018.html#FarzamniaYHM18 Jamal Ahmad Dargham Ali Chekima Ervin Gubin Moung Segiru Omatu 0001 A Comparison of the YCBCR Color Space with Gray Scale for Face Recognition for Surveillance Applications. 203-211 2016 DCAI https://doi.org/10.1007/978-3-319-40162-1_22 conf/dcai/2016 db/conf/dcai/dcai2016.html#DarghamCMO16 Jamal Ahmad Dargham Ali Chekima Ervin Gubin Moung Segiru Omatu 0001 The Effect of Training Data Selection on Face Recognition in Surveillance Application. 227-234 2015 DCAI https://doi.org/10.1007/978-3-319-19638-1_26 conf/dcai/2015 db/conf/dcai/dcai2015.html#DarghamCMO15

Jamal Ahmad Dargham Ali Chekima Ervin Gubin Moung Fusing Facial Features for Face Recognition. 54-62 2012 1 Int. J. Interact. Multim. Artif. Intell. 5 https://doi.org/10.9781/ijimai.2012.157 db/journals/ijimai/ijimai1.html#DarghamCM12

Jamal Ahmad Dargham Ali Chekima Ervin Gubin Moung Fusing Facial Features for Face Recognition. 565-572 2012 DCAI https://doi.org/10.1007/978-3-642-28765-7_68 conf/dcai/2012 db/conf/dcai/dcai2012.html#DarghamCM12

Jamal Ahmad Dargham Ali Chekima Ervin Gubin Moung Sigeru Omatu 0001 Radon transform for face recognition. 359-362 2010 15 Artif. Life Robotics 3 https://doi.org/10.1007/s10015-010-0827-2 db/journals/alr/alr15.html#DarghamCMO10

Jamal Ahmad Dargham Ali Chekima Ervin Gubin Moung Sigeru Omatu 0001 Data Fusion for Face Recognition. 681-688 2010 DCAI https://doi.org/10.1007/978-3-642-14883-5_87 conf/dcai/2010 db/conf/dcai/dcai2010.html#DarghamCMO10 Rayner Alfred Lorita Angeline Ali Chekima Christie Pei-Yee Chin Stephanie Chua Seng Kheau Chung Frans Coenen Jamal Ahmad Dargham Oliver Valentine Eboy Ali Farzamnia Vida Ghalami Januarius Gobilik Manas Kumar Haldar Mohd Azwan Mohamad Hamza Rozita Hanapi Ibrahim Abaker Targio Hashem Seyed Hamidreza Hazaveh Mohd. Hanafi Ahmad Hijazi Chong Joon Hou Lee Wan Hua Badrul Ikram Zuhair Jamain Azam Khalili John Khoo Muralindran Mariappan Raihani Mohamed Nur Faraha Mohd Naim Puteri Nor Ellyza binti Nohuddin Luaran Nosius Sigeru Omatu 0001Segiru Omatu 0001 Chin Kim On Normah Awang Besar Raffie Ahmad Lutfi Amri Ramli Amir Rastegarnia Mohd Norhisham Razali Tohid Yousefi Rezaii Mohd Khairulanwar Rizalman Florence Sia Seyede Safieh Siadat Maisarah Mohd Sufian Mohd Suhairi Md Suhaimin Owen Tamin Bei Ren Tan Kenneth Tze Kin Teo Ramanan Thangasalvam Mohammad Ali Tinati Muhd. Nur Afnan Uda Hock Tze Wong Aishu Xie Nurul'azah Mohd Yaakub Fara YahyaFarashazillah Yahya Eng Soo Yew San Chin Yit Ling Hui Zhen