Delaram Jarchi

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 28

Top Topics

Multivariate Time Series

Financial Forecasting

Top Venues

Publications

Sumit Singh, Mohammad Hossein Anisi, Anish Jindal, Delaram Jarchi
Smart Multimodal In-Bed Pose Estimation Framework Incorporating Generative Adversarial Neural Network. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. 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)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. BioCAS (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)
Sumit Kumar Singh, Mohammad Hossein Anisi, Simon Clough, Tim Blyth, Delaram Jarchi
CNN-BiLSTM based GAN for Anamoly Detection from Multivariate Time Series Data. DSP (2023)
Dat Ngo, Lam Pham, Truong Van Hoang, Sefki Kolozali, Delaram Jarchi
Audio-Based Deep Learning Frameworks for Detecting COVID-19. EUSIPCO (2022)
Xinpeng Long, Michael Kampouridis, Delaram Jarchi
An in-depth investigation of genetic programming and nine other machine learning algorithms in a financial forecasting problem. CEC (2022)
Ozgur Salman, Michael Kampouridis, Delaram Jarchi
Trading Strategies Optimization by Genetic Algorithm under the Directional Changes Paradigm. CEC (2022)
Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. IEEE Trans. Serv. Comput. 15 (3) (2022)
Dat Ngo, Lam Pham, Truong Van Hoang, Sefki Kolozali, Delaram Jarchi
Audio-Based Deep Learning Frameworks for Detecting COVID-19. CoRR (2022)
Ales Procházka, Hana Charvátová, Oldrich Vysata, Delaram Jarchi, Saeid Sanei
Discrimination of cycling patterns using accelerometric data and deep learning techniques. Neural Comput. Appl. 33 (13) (2021)
Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas
A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. CoRR (2021)
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. CoRR (2021)
Farideh Jalalinajafabadi, Chaitanya Gadepalli, Delaram Jarchi, Barry M. G. Cheetham
Acoustic analysis and digital signal processing for the assessment of voice quality. Biomed. Signal Process. Control. 70 (2021)
Delaram Jarchi, Ales Procházka, Saeid Sanei
A New Spectrum Driven Index for the Assessment of ECG Signal Quality. EMBC (2020)
Saeid Sanei, Clive Cheong Took, Delaram Jarchi, Ales Procházka
Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State. ICASSP (2020)
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. Sensors 20 (9) (2020)
Delaram Jarchi, Saeid Sanei, Ales Procházka
Detection of Sleep Apnea/hypopnea Events Using Synchrosqueezed Wavelet Transform. ICASSP (2019)
Delaram Jarchi, Saeid Sanei
Derivation of Respiratory Effort from Photoplethysmography. EUSIPCO (2019)
Delaram Jarchi, Dario Salvi, Lionel Tarassenko, David A. Clifton
Validation of Instantaneous Respiratory Rate Using Reflectance PPG from Different Body Positions. Sensors 18 (11) (2018)
Delaram Jarchi, Adam Mahdi, Lionel Tarassenko, David A. Clifton
Visualisation of long-term ECG signals applied to post-intensive care patients. BSN (2018)
Delaram Jarchi, Dario Salvi, Carmelo Velardo, Adam Mahdi, Lionel Tarassenko, David A. Clifton
Estimation of HRV and SpO2 from wrist-worn commercial sensors for clinical settings. BSN (2018)
Delaram Jarchi, Alexander J. Casson
Towards Photoplethysmography-Based Estimation of Instantaneous Heart Rate During Physical Activity. IEEE Trans. Biomed. Eng. 64 (9) (2017)
Delaram Jarchi, Alexander J. Casson
Description of a Database Containing Wrist PPG Signals Recorded during Physical Exercise with Both Accelerometer and Gyroscope Measures of Motion. Data 2 (1) (2017)
Sadaf Monajemi, Delaram Jarchi, Sim Heng Ong, Saeid Sanei
Cooperative Particle Filtering for Tracking ERP Subcomponents from Multichannel EEG. Entropy 19 (5) (2017)
Delaram Jarchi, Alexander J. Casson
Estimation of heart rate from foot worn photoplethysmography sensors during fast bike exercise. EMBC (2016)
Alexander J. Casson, Arturo Vazquez Galvez, Delaram Jarchi
Gyroscope vs. accelerometer measurements of motion from wrist PPG during physical exercise. ICT Express 2 (4) (2016)
Delaram Jarchi, Amy Peters, Benny Lo, Eirini Kalliolia, Irene Di Giulio, Patricia Limousin, Brian L. Day, Guang-Zhong Yang
Assessment of the e-AR sensor for gait analysis of Parkinson;s Disease patients. BSN (2015)
Delaram Jarchi, Charence Wong, Richard Mark Kwasnicki, Ben W. Heller, Garry A. Tew, Guang-Zhong Yang
Gait Parameter Estimation From a Miniaturized Ear-Worn Sensor Using Singular Spectrum Analysis and Longest Common Subsequence. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Delaram Jarchi, Benny P. L. Lo, Edmund Ieong, Dinesh Nathwani, Guang-Zhong Yang
Validation of the e-AR Sensor for Gait Event Detection Using the Parotec Foot Insole with Application to Post-Operative Recovery Monitoring. BSN (2014)
Delaram Jarchi, Guang-Zhong Yang
Singular spectrum analysis for gait patterns. BSN (2013)
Loubna Bouarfa, Pawel Bembnowicz, Blair Crewther, Delaram Jarchi, Guang-Zhong Yang
Profiling visual and verbal stress responses using electrodermal heart rate and hormonal measures. BSN (2013)
Delaram Jarchi, Louis Atallah, Guang-Zhong Yang
Transition Detection and Activity Classification from Wearable Sensors Using Singular Spectrum Analysis. BSN (2012)
Bahador Makkiabadi, Delaram Jarchi, Saeid Sanei
A new time domain convolutive BSS of heart and lung sounds. ICASSP (2012)
Bahador Makkiabadi, Delaram Jarchi, Saeid Sanei
Blind separation and localization of correlated P300 subcomponents from single trial recordings using extended PARAFAC2 tensor model. EMBC (2011)
Delaram Jarchi, Saeid Sanei, Hamid Reza Mohseni, Monicque M. Lorist
Coupled particle filtering: A new approach for P300-based analysis of mental fatigue. Biomed. Signal Process. Control. 6 (2) (2011)
Delaram Jarchi, Saeid Sanei, José C. Príncipe, Bahador Makkiabadi
A New Spatiotemporal Filtering Method for Single-Trial Estimation of Correlated ERP Subcomponents. IEEE Trans. Biomed. Eng. 58 (1) (2011)
Delaram Jarchi, Bahador Makkiabadi, Saeid Sanei
Instantaneous phase tracking of oscillatory signals using emd and Rao-Blackwellised particle filtering. ICASSP (2011)
Bahador Makkiabadi, Delaram Jarchi, Vahid Abolghasemi, Saeid Sanei
A geometrically constrained multimodal time domain approach for convolutive blind source separation. EUSIPCO (2011)
Delaram Jarchi, Bahador Makkiabadi, Saeid Sanei
A new spatiotemporal filtering method for single-trial ERP subcomponent estimation. EUSIPCO (2010)
Vahid Abolghasemi, Delaram Jarchi, Saeid Sanei
A robust approach for optimization of the measurement matrix in Compressed Sensing. CIP (2010)
Delaram Jarchi, Bahador Makkiabadi, Saeid Sanei
Mental fatigue analysis by measuring synchronization of brain rhythms incorporating enhanced empirical mode decomposition. CIP (2010)
Delaram Jarchi, Reza Boostani, Mohammad Taheri, Saeid Sanei
Seizure source localization using a hybrid second order blind identification and extended rival penalized competitive learning algorithm. Biomed. Signal Process. Control. 4 (2) (2009)
Delaram Jarchi, Vahid Abolghasemi, Saeid Sanei
Source localization of brain rhythms by empirical mode decomposition and spatial notch filtering. EUSIPCO (2009)
Delaram Jarchi, Bahador Makki Abadi, Saeid Sanei
Separating and tracking ERP subcomponents by constrained particle filtering. DPS (2009)
Delaram Jarchi, Reza Boostani, Saeid Sanei
Seizure Source Selection via a Hybrid Second Order Blind Identification and Gap Statistic Algorithm. DSP (2007)