Huy Phan

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 148

Top Venues

Publications

Jinghong Li, Huy Phan, Wen Gu, Koichi Ota, Shinobu Hasegawa
Hierarchical Tree-structured Knowledge Graph For Academic Insight Survey. CoRR (2024)
Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, Bo Yuan
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks. CoRR (2024)
Shofiyati Nur Karimah, Huy Phan, Miftakhurrokhmat, Shinobu Hasegawa
Design Principle of an Automatic Engagement Estimation System in a Synchronous Distance Learning Practice. IEEE Access 12 (2024)
Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models. CoRR (2024)
Oliver Y. Chén, Julien S. Bodelet, Raúl G. Saraiva, Huy Phan, Junrui Di, Guy Nagels, Tom Schwantje, Hengyi Cao, Jiangtao Gou, Jenna M. Reinen, Bin Xiong, Bangdong Zhi, Xiaojun Wang, Maarten De Vos
The roles, challenges, and merits of the p value. Patterns 4 (12) (2023)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. CoRR (2023)
Cyrus Vahidi, Shubhr Singh, Emmanouil Benetos, Huy Phan, Dan Stowell, György Fazekas, Mathieu Lagrange
Perceptual Musical Similarity Metric Learning with Graph Neural Networks. WASPAA (2023)
Konstantinos Kontras, Christos Chatzichristos, Huy Phan, Johan A. K. Suykens, Maarten De Vos
CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities. CoRR (2023)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi, Sefki Kolozali
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies. CoRR (2023)
Trung-Hieu Hoang, Mona Zehni, Huy Phan, Minh N. Do
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input. CoRR (2023)
Tianming Zhao, Zijie Tang, Tianfang Zhang, Huy Phan, Yan Wang, Cong Shi, Bo Yuan, Yingying Chen
Stealthy Backdoor Attack on RF Signal Classification. ICCCN (2023)
Zhongze Tang, Huy Phan, Xianglong Feng, Bo Yuan, Yao Liu, Sheng Wei
Security-Preserving Live 3D Video Surveillance. MMSys (2023)
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness. AAAI (2023)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. BioCAS (2023)
Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Jiachen Luo, Huy Phan, Joshua D. Reiss
Cross-Modal Fusion Techniques for Utterance-Level Emotion Recognition from Text and Speech. ICASSP (2023)
Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss
Modelling Black-Box Audio Effects with Time-Varying Feature Modulation. ICASSP (2023)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi, Sefki Kolozali
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies. MMSP (2023)
Jiachen Luo, Huy Phan, Joshua D. Reiss
deep learning of segment-level feature representation for speech emotion recognition in conversations. CoRR (2023)
Ruchi Pandey, Shreyas Jaiswal, Huy Phan, Santosh Nannuru
Improving audio event localization accuracy via derivative prediction. EUSIPCO (2023)
Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging. CoRR (2023)
Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell
ATGNN: Audio Tagging Graph Neural Network. CoRR (2023)
Oliver Y. Chén, Florian Lipsmeier, Huy Phan, Frank Dondelinger, Andrew P. Creagh, Christian Gossens, Michael Lindemann, Maarten De Vos
Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Kenneth Borup, Preben Kidmose, Huy Phan, Kaare B. Mikkelsen
Automatic sleep scoring using patient-specific ensemble models and knowledge distillation for ear-EEG data. Biomed. Signal Process. Control. 81 (2023)
Iacopo Ghinassi, Matthew Purver, Huy Phan, Chris Newell
Exploring Pre-Trained Neural Audio Representations for Audio Topic Segmentation. ICME (2023)
Jiachen Luo, Huy Phan, Joshua D. Reiss
cross-modal fusion techniques for utterance-level emotion recognition from text and speech. CoRR (2023)
Jiachen Luo, Huy Phan, Lin Wang, Joshua D. Reiss
Mutual Cross-Attention in Dyadic Fusion Networks for Audio-Video Emotion Recognition. ACIIW (2023)
Huy Phan, Elisabeth R. M. Heremans, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
Improving Automatic Sleep Staging Via Temporal Smoothness Regularization. ICASSP (2023)
Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang
Adapting Language-Audio Models as Few-Shot Audio Learners. CoRR (2023)
Huy Phan, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Maarten De Vos
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Jinhua Liang, Huy Phan, Emmanouil Benetos
Leveraging Label Hierachies for Few-Shot Everyday Sound Recognition. DCASE (2022)
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem? ICASSP (2022)
Huy Phan, Alfred Mertins, Mathias Baumert
Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods. IEEE Trans. Biomed. Eng. 69 (12) (2022)
Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. CoRR (2022)
Jinhua Liang, Huy Phan, Emmanouil Benetos
Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition. CoRR (2022)
Elisabeth R. M. Heremans, Huy Phan, Amir Hossein Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos
Feature matching as improved transfer learning technique for wearable EEG. Biomed. Signal Process. Control. 78 (2022)
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem? CoRR (2022)
Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays. ICASSP (2022)
Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss
Modelling black-box audio effects with time-varying feature modulation. CoRR (2022)
Mohammad Walid Charrwi, Huy Phan, Bo Yuan, Samah Mohamed Saeed
Towards Yield Improvement for AI Accelerators: Analysis and Exploration. ISVLSI (2022)
Huy Phan, Yi Xie, Jian Liu, Yingying Chen, Bo Yuan
Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks. ICASSP (2022)
Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. ECCV (4) (2022)
Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition. AAAI (2022)
Kaare B. Mikkelsen, Huy Phan, Mike Lind Rank, Martin Christian Hemmsen, Maarten De Vos, Preben Kidmose
Sleep Monitoring Using Ear-Centered Setups: Investigating the Influence From Electrode Configurations. IEEE Trans. Biomed. Eng. 69 (5) (2022)
Mengmei Ye, Zhongze Tang, Huy Phan, Yi Xie, Bo Yuan, Sheng Wei
Visual privacy protection in mobile image recognition using protective perturbation. MMSys (2022)
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness. CoRR (2022)
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification. IEEE Trans. Biomed. Eng. 69 (8) (2022)
Elisabeth R. M. Heremans, Trui Osselaer, Nick Seeuws, Huy Phan, Dries Testelmans, Maarten De Vos
Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging. BHI (2022)
Ruchi Pandey, Shreyas Jaiswal, Huy Phan, Santosh Nannuru
Improving trajectory localization accuracy via direction-of-arrival derivative estimation. CoRR (2022)
Cong Shi, Tianfang Zhang, Zhuohang Li, Huy Phan, Tianming Zhao, Yan Wang, Jian Liu, Bo Yuan, Yingying Chen
Audio-domain position-independent backdoor attack via unnoticeable triggers. MobiCom (2022)
Ren Li, Jinhua Liang, Huy Phan
Few-Shot Bioacoustic Event Detection: Enhanced Classifiers for Prototypical Networks. DCASE (2022)
Shubhr Singh, Huy Phan, Emmanouil Benetos
Hypernetworks for Sound event Detection: a Proof-of-Concept. EUSIPCO (2022)
Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification. IEEE Trans. Biomed. Eng. 69 (6) (2022)
Elisabeth R. M. Heremans, Huy Phan, Amir Hossein Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos
Feature matching as improved transfer learning technique for wearable EEG. CoRR (2022)
Marco Comunità, Huy Phan, Joshua D. Reiss
Neural Synthesis of Footsteps Sound Effects with Generative Adversarial Networks. CoRR (2021)
Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Huy Phan, Lam Pham, Kenneth Ooi, Douglas L. Jones, Woon-Seng Gan
A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network. ICASSP (2021)
Huy Phan, Kaare B. Mikkelsen
Automatic Sleep Staging: Recent Development, Challenges, and Future Directions. CoRR (2021)
Oliver Y. Chén, Hengyi Cao, Huy Phan, Guy Nagels, Jenna M. Reinen, Jiangtao Gou, Tianchen Qian, Junrui Di, John Prince, Tyrone D. Cannon, Maarten De Vos
Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis. NeuroImage 226 (2021)
Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. IEEE Trans. Biomed. Eng. 68 (6) (2021)
Huy Phan, Alfred Mertins, Mathias Baumert
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods. CoRR (2021)
Lam Pham, Huy Phan, Alexander Schindler, Ross King, Alfred Mertins, Ian McLoughlin
Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases. EMBC (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement. ICASSP (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
Multi-View Audio And Music Classification. ICASSP (2021)
Nannapas Banluesombatkul, Pichayoot Ouppaphan, Pitshaporn Leelaarporn, Payongkit Lakhan, Busarakum Chaitusaney, Nattapong Jaimchariyatam, Ekapol Chuangsuwanich, Wei Chen, Huy Phan, Nat Dilokthanakul, Theerawit Wilaiprasitporn
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification. CoRR (2021)
Thanh Thi Hien Duong, Phi-Le Nguyen, Hong-Son Nguyen, Duc-Chien Nguyen, Huy Phan, Ngoc Q. K. Duong
Speaker count: A new building block for speaker diarization. APSIPA ASC (2021)
Lam Dang Pham, Huy Phan, Truc Nguyen, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin
Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework. Digit. Signal Process. 110 (2021)
Philipp Koch, Kamran Mohammad-Zadeh, Marco Maaß, Mark Dreier, Ole Thomsen, Tim J. Parbs, Huy Phan, Alfred Mertins
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks. EMBC (2021)
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. CoRR (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
Multi-view Audio and Music Classification. CoRR (2021)
Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification. CoRR (2021)
Lam Pham, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. NeurIPS (2021)
Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays. CoRR (2021)
Philipp Koch, Mark Dreier, Anna Larsen, Tim J. Parbs, Marco Maaß, Huy Phan, Alfred Mertins
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks. EMBC (2020)
Huy Phan, Lam Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
On Multitask Loss Function for Audio Event Detection and Localization. DCASE (2020)
Lam Dang Pham, Huy Phan, Truc Nguyen, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin
Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework. CoRR (2020)
Lam Dang Pham, Ian McLoughlin, Huy Phan, Minh Tran, Truc Nguyen, Ramaswamy Palaniappan
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases. EMBC (2020)
Ian McLoughlin, Zhipeng Xie, Yan Song, Huy Phan, Ramaswamy Palaniappan
Time-Frequency Feature Fusion for Noise Robust Audio Event Classification. Circuits Syst. Signal Process. 39 (3) (2020)
Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. CoRR (2020)
Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator. AAAI (2020)
Oliver Y. Chén, Florian Lipsmeier, Huy Phan, John Prince, Kirsten I. Taylor, Christian Gossens, Michael Lindemann, Maarten De Vos
Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones. IEEE Trans. Biomed. Eng. 67 (12) (2020)
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Preben Kidmose, Maarten De Vos
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization. CoRR (2020)
Lam Dang Pham, Ian McLoughlin, Huy Phan, Minh Tran, Truc Nguyen, Ramaswamy Palaniappan
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases. CoRR (2020)
Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins
Improving GANs for Speech Enhancement. IEEE Signal Process. Lett. 27 (2020)
Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. IJCNN (2020)
Lam Dang Pham, Huy Phan, Ross King, Alfred Mertins, Ian McLoughlin
Inception-Based Network and Multi-Spectrogram Ensemble Applied For Predicting Respiratory Anomalies and Lung Diseases. CoRR (2020)
Zhongze Tang, Xianglong Feng, Yi Xie, Huy Phan, Tian Guo, Bo Yuan, Sheng Wei
VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation. ACM Multimedia (2020)
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging. CoRR (2020)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement. CoRR (2020)
Huy Phan, Lam Dang Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
On Multitask Loss Function for Audio Event Detection and Localization. CoRR (2020)
Philipp Koch, Mark Dreier, Marco Maaß, Huy Phan, Alfred Mertins
RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition. EUSIPCO (2020)
Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins
Improving GANs for Speech Enhancement. CoRR (2020)
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. CoRR (2019)
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
Spatio-Temporal Attention Pooling for Audio Scene Classification. CoRR (2019)
Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification. IEEE Trans. Biomed. Eng. 66 (5) (2019)
Philipp Koch, Mark Dreier, Martina Böhme, Marco Maaß, Huy Phan, Alfred Mertins
Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data. EUSIPCO (2019)
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
Spatio-Temporal Attention Pooling for Audio Scene Classification. INTERSPEECH (2019)
Philipp Koch, Nele Brügge, Huy Phan, Marco Maaß, Alfred Mertins
Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data. ICASSP (2019)
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. EUSIPCO (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Huy Phan