Bernardo Nugroho Yahya

39 papers B 3Journal 25Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Continual fine-tuning with model soup for human activity recognition. Int. J. Mach. Learn. Cybern. Sean Yonathan Tanjung, Bernardo Nugroho Yahya, Seok-Lyong Lee
2025	J	`jnl`	Activity transitions for semi-supervised federated learning in sensor-based human activity recognition. Appl. Soft Comput. Tori Bukit, Ericka Pamela Bermudez Pillado, Bernardo Nugroho Yahya, Seok-Lyong Lee
2025	J	`jnl`	Algorithmic governance and AI: balancing innovation and oversight in Indonesian policy analyst. AI Soc. Bevaola Kusumasari, Bernardo Nugroho Yahya
2025	J	`jnl`	FedCLLM: Federated client selection assisted large language model utilizing domain description. Internet Things Ignatius Iwan, Sean Yonathan Tanjung, Bernardo Nugroho Yahya, Seok-Lyong Lee
2025	J	`jnl`	Federated model with contrastive learning and adaptive control variates for human activity recognition. Frontiers Inf. Technol. Electron. Eng. Ignatius Iwan, Bernardo Nugroho Yahya, Seok-Lyong Lee
2024	B	`conf`	Federated Learning Framework for Collaborative Time Series Anomaly Detection on Distributed Machines. COMPSAC Ignatius Iwan, Tori Bukit, Bernardo Nugroho Yahya, Seok-Lyong Lee
2024	B	`conf`	LiCAFeL-STC: A Lightweight Cluster-Based Federated Learning Framework for Sensor-Based Human Activity Recognition Using Unlabeled Data in Heterogeneous Wearable Devices. COMPSAC Tori Bukit, Bernardo Nugroho Yahya, Seok-Lyong Lee
2023	J	`jnl`	Ergonomic risk level prediction framework for multiclass imbalanced data. Comput. Ind. Eng. Wenny Franciska Senjaya, Bernardo Nugroho Yahya, Seok-Lyong Lee
2023	—	`conf`	Fed-SIc: Selecting Important Clients for Federated Learning. SIU Hyun Woo Lim, Sean Yonathan Tanjung, Ignatius Iwan, Bernardo Nugroho Yahya, Seok-Lyong Lee
2023	—	`conf`	Federated Topology Preserving Domain Adaptation for Human Activity Recognition. SIU Tori Bukit, Ericka Pamela Bermudez Pillado, Seok-Lyong Lee, Bernardo Nugroho Yahya
2023	J	`jnl`	Normalized Attention Inter-Channel Pooling (NAIP) for Deep Convolutional Neural Network Regularization. Neural Process. Lett. Feri Setiawan, Bernardo Nugroho Yahya, Seok-Lyong Lee
2022	—	`conf`	A Framework for Privacy-Preserved Collaborative Learning in Smart Factory Environment. ICHI Ericka Pamela Bermudez Pillado, Tori Bukit, Sean Yonathan Tanjung, Hyun-Woo Lim, Ignatius Iwan, Bernardo Nugroho Yahya, Seok-Lyong Lee
2022	J	`jnl`	Contextual Text Analytics Framework for Citizen Report Classification: A Case Study Using the Indonesian Language. IEEE Access Evaristus Didik Madyatmadja, Bernardo Nugroho Yahya, Cristofer Wijaya
2022	J	`jnl`	Multiple-instance domain adaptation for cost-effective sensor-based human activity recognition. Future Gener. Comput. Syst. Aria Ghora Prabono, Bernardo Nugroho Yahya, Seok-Lyong Lee
2022	J	`jnl`	Sensor-Based Motion Tracking System Evaluation for RULA in Assembly Task. Sensors Wenny Franciska Senjaya, Bernardo Nugroho Yahya, Seok-Lyong Lee
2022	J	`jnl`	Sequential inter-hop graph convolution neural network (SIhGCN) for skeleton-based human action recognition. Expert Syst. Appl. Feri Setiawan, Bernardo Nugroho Yahya, Seok-Ju Chun, Seok-Lyong Lee
2021	B	`conf`	A Multi-case Perspective Analytical Framework for Discovering Human Daily Behavior from Sensors using Process Mining. COMPSAC Frans Prathama, Bernardo Nugroho Yahya, Seok-Lyong Lee
2021	J	`jnl`	Atypical Sample Regularizer Autoencoder for Cross-Domain Human Activity Recognition. Inf. Syst. Frontiers Aria Ghora Prabono, Bernardo Nugroho Yahya, Seok-Lyong Lee
2021	J	`jnl`	Cascaded and Recursive ConvNets (CRCNN): An effective and flexible approach for image denoising. Signal Process. Image Commun. Sunder Ali Khowaja, Bernardo Nugroho Yahya, Seok-Lyong Lee
2021	—	`conf`	Design and Implementation of Low Cost IoT Sensor System for Urban Heat Island Observation. ICEEI Fachri Ilman Fauzandi, Yulia Retnowati, Josua Dion Tamba, Emir Mauludi Husni, Rahadian Yusuf, Bernardo Nugroho Yahya
2021	J	`jnl`	Hybrid domain adaptation for sensor-based human activity recognition in a heterogeneous setup with feature commonalities. Pattern Anal. Appl. Aria Ghora Prabono, Bernardo Nugroho Yahya, Seok-Lyong Lee
2021	J	`jnl`	Hybrid domain adaptation with deep network architecture for end-to-end cross-domain human activity recognition. Comput. Ind. Eng. Aria Ghora Prabono, Bernardo Nugroho Yahya, Seok-Lyong Lee
2021	J	`jnl`	Personalized recommendation by matrix co-factorization with multiple implicit feedback on pairwise comparison. Comput. Ind. Eng. Frans Prathama, Wenny Franciska Senjaya, Bernardo Nugroho Yahya, Jei-Zheng Wu
2021	J	`jnl`	Profile-Based Cluster Evolution Analysis: Identification of Migration Patterns for Understanding Student Learning Behavior. IEEE Access Satrio Adi Priyambada, Mahendrawathi ER, Bernardo Nugroho Yahya, Tsuyoshi Usagawa
2021	—	`conf`	Statistical Analysis of Urban Heat Island: A Case Study in Bandung, Indonesia. ICSET Yulia Retnowati, Galang Adira Prayoga, Josua Dion Tamba, Fachri Ilman Fauzandi, Emir Mauludi Husni, Rahadian Yusuf, Bernardo Nugroho Yahya
2021	J	`jnl`	Toward soft real-time stress detection using wrist-worn devices for human workspaces. Soft Comput. Sunder Ali Khowaja, Aria Ghora Prabono, Feri Setiawan, Bernardo Nugroho Yahya, Seok-Lyong Lee
2020	J	`jnl`	CAPHAR: context-aware personalized human activity recognition using associative learning in smart environments. Hum. centric Comput. Inf. Sci. Sunder Ali Khowaja, Bernardo Nugroho Yahya, Seok-Lyong Lee
2020	J	`jnl`	Fine-grained emotion recognition: fusion of physiological signals and facial expressions on spontaneous emotion corpus. Int. J. Ad Hoc Ubiquitous Comput. Feri Setiawan, Aria Ghora Prabono, Sunder Ali Khowaja, Wangsoo Kim, KyoungSoo Park, Bernardo Nugroho Yahya, Seok-Lyong Lee, Jin Pyo Hong
2019	J	`jnl`	Context-based similarity measure on human behavior pattern analysis. Soft Comput. Aria Ghora Prabono, Seok-Lyong Lee, Bernardo Nugroho Yahya
2018	—	`conf`	A Framework for Real Time Emotion Recognition Based on Human ANS Using Pervasive Device. COMPSAC (1) Feri Setiawan, Sunder Ali Khowaja, Aria Ghora Prabono, Bernardo Nugroho Yahya, Seok-Lyong Lee
2018	J	`jnl`	Contextual activity based Healthcare Internet of Things, Services, and People (HIoTSP): An architectural framework for healthcare monitoring using wearable sensors. Comput. Networks Sunder Ali Khowaja, Aria Ghora Prabono, Feri Setiawan, Bernardo Nugroho Yahya, Seok-Lyong Lee
2018	J	`jnl`	Improved behavior model based on sequential rule mining. Appl. Soft Comput. Feri Setiawan, Bernardo Nugroho Yahya
2017	J	`jnl`	Hierarchical classification method based on selective learning of slacked hierarchy for activity recognition systems. Expert Syst. Appl. Sunder Ali Khowaja, Bernardo Nugroho Yahya, Seok-Lyong Lee
2016	J	`jnl`	Domain-driven actionable process model discovery. Comput. Ind. Eng. Bernardo Nugroho Yahya, Minseok Song, Hyerim Bae, Sung-ook Sul, Jei-Zheng Wu
2015	—	`conf`	Concept of Indoor 3D-Route UAV Scheduling System. ISAT (1) Yohanes Khosiawan, Izabela Nielsen, Ngoc Anh Dung Do, Bernardo Nugroho Yahya
2015	—	`conf`	RT-PLG: Real Time Process Log Generator. ISAT (3) Bernardo Nugroho Yahya, Yohanes Khosiawan, Woosik Choi, Ngoc Anh Dung Do
2013	—	`conf`	Process Discovery by Synthesizing Activity Proximity and User's Domain Knowledge. AP-BPM Bernardo Nugroho Yahya, Hyerim Bae, Sung-ook Sul, Jei-Zheng Wu
2009	—	`conf`	Adaptive RBAC in Complex Event-Driven BPM Systems. LDIC Bernardo Nugroho Yahya, Hyerim Bae
2009	—	`conf`	Process Design Selection Using Proximity Score Measurement. Business Process Management Workshops Bernardo Nugroho Yahya, Hyerim Bae, Joonsoo Bae