Ali Yousefi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Cognitive States

Dimensional Data

Variational Bayes

Top Venues

Publications

Navid Ziaei, Joshua J. Stim, Melanie D. Goodman-Keiser, Scott Sponheim, Alik S. Widge, Sasoun Krikorian, Ali Yousefi
Latent Variable Double Gaussian Process Model for Decoding Complex Neural Data. CoRR (2024)
Ali Yousefi, Kambiz Badie, Mohammad Mehdi Ebadzadeh, Arash Sharifi
Improving the efficiency of the XCS learning classifier system using evolutionary memory. Wirel. Networks 30 (6) (2024)
Navid Ziaei, Behzad Nazari, Ali Yousefi
A Discriminative Bayesian Gaussian Process Latent Variable Model for High-Dimensional Data. CoRR (2024)
Reza Saadati Fard, Navid Ziaei, Ali Yousefi
Latent Dynamical Model to Characterize Brain Network-Level Rhythmic Dynamics. EMBC (2023)
Navid Ziaei, Reza Saadati Fard, Ali Yousefi, Behzad Nazari, Sydney S. Cash, Angelique C. Paulk
Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity. CoRR (2023)
Zahra Papi, Sina Fathi, Fatemeh Dalvand, Mahsa Vali, Ali Yousefi, Mohammad Hemmatyar Tabatabaei, Alireza Amouheidari, Iraj Abedi
Auto-Segmentation and Classification of Glioma Tumors with the Goals of Treatment Response Assessment Using Deep Learning Based on Magnetic Resonance Imaging. Neuroinformatics 21 (4) (2023)
Navid Ziaei, Reza Saadatifard, Ali Yousefi, Behzad Nazari, Sydney S. Cash, Angelique C. Paulk
Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity. BI (2023)
Mohammad R. Rezaei, Alex E. Hadjinicolaou, Sydney S. Cash, Uri T. Eden, Ali Yousefi
Direct Discriminative Decoder Models for Analysis of High-Dimensional Dynamical Neural Data. Neural Comput. 34 (5) (2022)
Pejman Ebrahimi, Marjan Basirat, Ali Yousefi, Md. Nekmahmud, Abbas Gholampour, Maria Fekete-Farkas
Social Networks Marketing and Consumer Purchase Behavior: The Combination of SEM and Unsupervised Machine Learning Approaches. Big Data Cogn. Comput. 6 (2) (2022)
Mohammad R. Rezaei, Milos R. Popovic, Milad Lankarany, Ali Yousefi
Deep Discriminative Direct Decoders for High-dimensional Time-series Analysis. CoRR (2022)
Connor J. McLaughlin, Efi G. Kokkotou, Jean A. King, Lisa A. Conboy, Ali Yousefi
Latent Factor Decomposition Model: Applications for Questionnaire Data. CoRR (2021)
Yalda Amidi, Behzad Nazari, Saeid Sadri, Ali Yousefi
Parameter Estimation in Multiple Dynamic Synaptic Coupling Model Using Bayesian Point Process State-Space Modeling Framework. Neural Comput. 33 (5) (2021)
Connor J. McLaughlin, Efi G. Kokkotou, Jean A. King, Lisa A. Conboy, Ali Yousefi
. EMBC (2021)
Rina Zelmann, Angelique C. Paulk, Ishita Basu, Anish A. Sarma, Ali Yousefi, Britni Crocker, Emad N. Eskandar, Ziv Williams, G. Rees Cosgrove, Daniel S. Weisholtz, Darin D. Dougherty, Wilson Truccolo, Alik S. Widge, Sydney S. Cash
CLoSES: A platform for closed-loop intracranial stimulation in humans. NeuroImage 223 (2020)
Ali Yousefi, Yalda Amidi, Behzad Nazari, Uri T. Eden
Assessing Goodness-of-Fit in Marked Point Process Models of Neural Population Coding via Time and Rate Rescaling. Neural Comput. 32 (11) (2020)
Ali Yousefi, Anna K. Gillespie, Jennifer A. Guidera, Mattias P. Karlsson, Loren M. Frank, Uri T. Eden
Efficient Decoding of Multi-Dimensional Signals From Population Spiking Activity Using a Gaussian Mixture Particle Filter. IEEE Trans. Biomed. Eng. 66 (12) (2019)
Yalda Amidi, Angelique C. Paulk, Darin D. Dougherty, Sydney S. Cash, Alik S. Widge, Uri T. Eden, Ali Yousefi
Continuous Prediction of Cognitive State Using A Marked-Point Process Modeling Framework. EMBC (2019)
Ali Yousefi, Reza Saadati Fard, Uri T. Eden, Emery N. Brown
State-Space Global Coherence to Estimate the Spatio-Temporal Dynamics of the Coordinated Brain Activity. EMBC (2019)
Ali Yousefi, Ishita Basu, Angelique C. Paulk, Noam Peled, Emad N. Eskandar, Darin D. Dougherty, Sydney S. Cash, Alik S. Widge, Uri T. Eden
Decoding Hidden Cognitive States From Behavior and Physiology Using a Bayesian Approach. Neural Comput. 31 (9) (2019)
Mohammad R. Rezaei, Anna K. Gillespie, Jennifer A. Guidera, Behzad Nazari, Saeid Sadri, Loren M. Frank, Uri T. Eden, Ali Yousefi
A Comparison Study of Point-Process Filter and Deep Learning Performance in Estimating Rat Position Using an Ensemble of Place Cells. EMBC (2018)
Yalda Amidi, Behzad Nazari, Saeed Sadri, Uri T. Eden, Ali Yousefi
. EMBC (2018)
Amir Mohammad Esmaieeli Sikaroudi, Sasan Ghaffari, Ali Yousefi, Hassan Sadeghi Naeini
Foot anthropometry device and single object image thresholding. CoRR (2017)
Ali Yousefi, Reza Kakooee, Mohammad T. H. Beheshti, Darin D. Dougherty, Emad N. Eskandar, Alik S. Widge, Uri T. Eden
Predicting learning dynamics in Multiple-Choice Decision-Making Tasks using a variational Bayes technique. EMBC (2017)
Ali Yousefi, Angelique C. Paulk, Thilo Deckersbach, Darin D. Dougherty, Emad N. Eskandar, Alik S. Widge, Uri T. Eden
Cognitive state prediction using an EM algorithm applied to Gamma distributed data. EMBC (2015)
Ali Yousefi, Amir Reza Aqamohammadi
A new DEA model for six sigma project selecting: Case study on Esfahan Province Electricity Distribution Co (EPEDC). IEEM (2014)
Ali Yousefi, Alireza A. Dibazar, Theodore W. Berger
Synaptic dynamics: Linear model and adaptation algorithm. Neural Networks 56 (2014)
Ali Yousefi, Alireza A. Dibazar, Theodore W. Berger
Synaptic dynamics: Linear model and adaptation algorithm. EMBC (2012)
Ali Yousefi, Alireza A. Dibazar, Theodore W. Berger
Supervised learning in a single layer Dynamic Synapses Neural Network. IJCNN (2011)
Ali Yousefi, Alireza A. Dibazar, Theodore W. Berger
The Application of Non-Homogenous HMM on the Detection of Security Fence Breaches. ICASSP (2010)
Ali Yousefi, Abdollah Hadi-Vencheh
An integrated group decision making model and its evaluation by DEA for automobile industry. Expert Syst. Appl. 37 (12) (2010)
Ali Yousefi, David E. Goertz, Kullervo Hynynen
Transcranial Shear-Mode Ultrasound: Assessment of Imaging Performance and Excitation Techniques. IEEE Trans. Medical Imaging 28 (5) (2009)
Ali Yousefi
Group Management in Mobile Ad Hoc Networks. BroadBandCom (2009)