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Bernardo Nugroho Yahya
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2020 – today
- 2024
- [c14]Tori Bukit, Bernardo Nugroho Yahya, Seok-Lyong Lee:
LiCAFeL-STC: A Lightweight Cluster-Based Federated Learning Framework for Sensor-Based Human Activity Recognition Using Unlabeled Data in Heterogeneous Wearable Devices. COMPSAC 2024: 1624-1629 - [c13]Ignatius Iwan, Tori Bukit, Bernardo Nugroho Yahya, Seok-Lyong Lee:
Federated Learning Framework for Collaborative Time Series Anomaly Detection on Distributed Machines. COMPSAC 2024: 1665-1670 - 2023
- [j20]Wenny Franciska Senjaya, Bernardo Nugroho Yahya, Seok-Lyong Lee:
Ergonomic risk level prediction framework for multiclass imbalanced data. Comput. Ind. Eng. 184: 109556 (2023) - [j19]Feri Setiawan, Bernardo Nugroho Yahya, Seok-Lyong Lee:
Normalized Attention Inter-Channel Pooling (NAIP) for Deep Convolutional Neural Network Regularization. Neural Process. Lett. 55(7): 9315-9333 (2023) - [c12]Tori Bukit, Ericka Pamela Bermudez Pillado, Seok-Lyong Lee, Bernardo Nugroho Yahya:
Federated Topology Preserving Domain Adaptation for Human Activity Recognition. SIU 2023: 1-4 - [c11]Hyun Woo Lim, Sean Yonathan Tanjung, Ignatius Iwan, Bernardo Nugroho Yahya, Seok-Lyong Lee:
Fed-SIc: Selecting Important Clients for Federated Learning. SIU 2023: 1-4 - 2022
- [j18]Evaristus Didik Madyatmadja
, Bernardo Nugroho Yahya
Contextual Text Analytics Framework for Citizen Report Classification: A Case Study Using the Indonesian Language. IEEE Access 10: 31432-31444 (2022) - [j17]Feri Setiawan, Bernardo Nugroho Yahya, Seok-Ju Chun, Seok-Lyong Lee:
Sequential inter-hop graph convolution neural network (SIhGCN) for skeleton-based human action recognition. Expert Syst. Appl. 195: 116566 (2022) - [j16]Aria Ghora Prabono, Bernardo Nugroho Yahya, Seok-Lyong Lee:
Multiple-instance domain adaptation for cost-effective sensor-based human activity recognition. Future Gener. Comput. Syst. 133: 114-123 (2022) - [j15]Wenny Franciska Senjaya
Sensor-Based Motion Tracking System Evaluation for RULA in Assembly Task. Sensors 22(22): 8898 (2022) - [c10]Ericka Pamela Bermudez Pillado, Tori Bukit, Sean Yonathan Tanjung, Hyun-Woo Lim, Ignatius Iwan, Bernardo Nugroho Yahya, Seok-Lyong Lee:
A Framework for Privacy-Preserved Collaborative Learning in Smart Factory Environment. ICHI 2022: 428-434 - 2021
- [j14]Satrio Adi Priyambada
Profile-Based Cluster Evolution Analysis: Identification of Migration Patterns for Understanding Student Learning Behavior. IEEE Access 9: 101718-101728 (2021) - [j13]Aria Ghora Prabono
Hybrid domain adaptation with deep network architecture for end-to-end cross-domain human activity recognition. Comput. Ind. Eng. 151: 106953 (2021) - [j12]Frans Prathama, Wenny Franciska Senjaya
Personalized recommendation by matrix co-factorization with multiple implicit feedback on pairwise comparison. Comput. Ind. Eng. 152: 107033 (2021) - [j11]Aria Ghora Prabono
Atypical Sample Regularizer Autoencoder for Cross-Domain Human Activity Recognition. Inf. Syst. Frontiers 23(1): 71-80 (2021) - [j10]Aria Ghora Prabono
Hybrid domain adaptation for sensor-based human activity recognition in a heterogeneous setup with feature commonalities. Pattern Anal. Appl. 24(4): 1501-1511 (2021) - [j9]Sunder Ali Khowaja
Toward soft real-time stress detection using wrist-worn devices for human workspaces. Soft Comput. 25(4): 2793-2820 (2021) - [j8]Sunder Ali Khowaja
Cascaded and Recursive ConvNets (CRCNN): An effective and flexible approach for image denoising. Signal Process. Image Commun. 99: 116420 (2021) - [c9]Frans Prathama, Bernardo Nugroho Yahya, Seok-Lyong Lee:
A Multi-case Perspective Analytical Framework for Discovering Human Daily Behavior from Sensors using Process Mining. COMPSAC 2021: 638-644 - [c8]Fachri Ilman Fauzandi, Yulia Retnowati, Josua Dion Tamba, Emir Mauludi Husni, Rahadian Yusuf, Bernardo Nugroho Yahya:
Design and Implementation of Low Cost IoT Sensor System for Urban Heat Island Observation. ICEEI 2021: 1-6 - [c7]Yulia Retnowati, Galang Adira Prayoga
Statistical Analysis of Urban Heat Island: A Case Study in Bandung, Indonesia. ICSET 2021: 13-18 - 2020
- [j7]Sunder Ali Khowaja
CAPHAR: context-aware personalized human activity recognition using associative learning in smart environments. Hum. centric Comput. Inf. Sci. 10: 35 (2020) - [j6]Feri Setiawan, Aria Ghora Prabono, Sunder Ali Khowaja
Fine-grained emotion recognition: fusion of physiological signals and facial expressions on spontaneous emotion corpus. Int. J. Ad Hoc Ubiquitous Comput. 35(3): 162-178 (2020)
2010 – 2019
- 2019
- [j5]Aria Ghora Prabono
Context-based similarity measure on human behavior pattern analysis. Soft Comput. 23(14): 5455-5467 (2019) - 2018
- [j4]Feri Setiawan
Improved behavior model based on sequential rule mining. Appl. Soft Comput. 68: 944-960 (2018) - [j3]Sunder Ali Khowaja
Contextual activity based Healthcare Internet of Things, Services, and People (HIoTSP): An architectural framework for healthcare monitoring using wearable sensors. Comput. Networks 145: 190-206 (2018) - [c6]Feri Setiawan
A Framework for Real Time Emotion Recognition Based on Human ANS Using Pervasive Device. COMPSAC (1) 2018: 805-806 - 2017
- [j2]Sunder Ali Khowaja
Hierarchical classification method based on selective learning of slacked hierarchy for activity recognition systems. Expert Syst. Appl. 88: 165-177 (2017) - 2016
- [j1]Bernardo Nugroho Yahya, Minseok Song
Domain-driven actionable process model discovery. Comput. Ind. Eng. 99: 382-400 (2016) - 2015
- [c5]Yohanes Khosiawan
Concept of Indoor 3D-Route UAV Scheduling System. ISAT (1) 2015: 29-40 - [c4]Bernardo Nugroho Yahya, Yohanes Khosiawan
RT-PLG: Real Time Process Log Generator. ISAT (3) 2015: 127-138 - 2013
- [c3]Bernardo Nugroho Yahya, Hyerim Bae, Sung-ook Sul, Jei-Zheng Wu
Process Discovery by Synthesizing Activity Proximity and User's Domain Knowledge. AP-BPM 2013: 92-105
2000 – 2009
- 2009
- [c2]Bernardo Nugroho Yahya, Hyerim Bae, Joonsoo Bae:
Process Design Selection Using Proximity Score Measurement. Business Process Management Workshops 2009: 330-341 - [c1]Bernardo Nugroho Yahya, Hyerim Bae:
Adaptive RBAC in Complex Event-Driven BPM Systems. LDIC 2009: 203-212
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