Seyed Mostafa Kia

According to our database, Seyed Mostafa Kia authored at least 26 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models.

Johanna M. M. Bayer, Richard Dinga, Seyed Mostafa Kia, Akhil R. Kottaram, Thomas Wolfers, Jinglei Lv, Andrew Zalesky, Lianne Schmaal, Andre F. Marquand

NeuroImage, 2022

PROMISSING: Pruning Missing Values in Neural Networks.

Seyed Mostafa Kia, Nastaran Mohammadian Rad, Daniel van Opstal, Bart van Schie, Andre F. Marquand, Josien P. W. Pluim, Wiepke Cahn, Hugo G. Schnack

CoRR, 2022

Multi-site Normative Modeling of Diffusion Tensor Imaging Metrics Using Hierarchical Bayesian Regression.

Julio E. Villalon-Reina, Clara Moreau, Talia M. Nir, Neda Jahanshad, Anne M. Maillard, David Romascano, Bogdan Draganski, Sarah Lippé, Carrie E. Bearden, Seyed Mostafa Kia, Andre F. Marquand, Sébastien Jacquemont, Paul M. Thompson

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2020

Gender and Emotion Recognition from Implicit User Behavior Signals.

Maneesh Bilalpur, Seyed Mostafa Kia, Mohan S. Kankanhalli, Ramanathan Subramanian

CoRR, 2020

Hierarchical Bayesian Regression for Multi-site Normative Modeling of Neuroimaging Data.

Seyed Mostafa Kia, Hester Huijsdens, Richard Dinga, Thomas Wolfers, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data.

Seyed Mostafa Kia, Andre F. Marquand

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

2018

Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders.

Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello

Signal Process., 2018

Scalable Multi-Task Gaussian Process Tensor Regression for Normative Modeling of Structured Variation in Neuroimaging Data.

Seyed Mostafa Kia, Christian F. Beckmann, Andre F. Marquand

CoRR, 2018

Normative Modeling of Neuroimaging Data Using Scalable Multi-task Gaussian Processes.

Seyed Mostafa Kia, Andre F. Marquand

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Brain Decoding for Brain Mapping: Definition, Heuristic Quantification, and Improvement of Interpretability in Group MEG Decoding.

Seyed Mostafa Kia

PhD thesis, 2017

Gender and emotion recognition with implicit user signals.

Maneesh Bilalpur, Seyed Mostafa Kia, Manisha Chawla, Tat-Seng Chua, Ramanathan Subramanian

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

Discovering gender differences in facial emotion recognition via implicit behavioral cues.

Maneesh Bilalpur, Seyed Mostafa Kia, Tat-Seng Chua, Ramanathan Subramanian

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016

Interpretability of Multivariate Brain Maps in Brain Decoding: Definition and Quantification.

Seyed Mostafa Kia

CoRR, 2016

Stereotypical Motor Movement Detection in Dynamic Feature Space.

Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Giuseppe Jurman, Paola Venuti, Cesare Furlanello

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses.

Mojtaba Khomami Abadi, Ramanathan Subramanian, Seyed Mostafa Kia, Paolo Avesani, Ioannis Patras, Nicu Sebe

IEEE Trans. Affect. Comput., 2015

Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism.

Nastaran Mohammadian Rad, Andrea Bizzego, Seyed Mostafa Kia, Giuseppe Jurman, Paola Venuti, Cesare Furlanello

CoRR, 2015

Movie Genre Classification by Exploiting MEG Brain Signals.

Pouya Ghaemmaghami, Mojtaba Khomami Abadi, Seyed Mostafa Kia, Paolo Avesani, Nicu Sebe

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

A Novel Scheme for Intelligent Recognition of Pornographic Images.

Seyed Mostafa Kia, Hossein Rahmani, Reza Mortezaei, Mohsen Ebrahimi Moghaddam, Amer Namazi

CoRR, 2014

Mass-Univariate Hypothesis Testing on MEEG Data using Cross-Validation.

Seyed Mostafa Kia

CoRR, 2014

MEG decoding across subjects.

Emanuele Olivetti, Seyed Mostafa Kia, Paolo Avesani

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Sensor-level maps with the kernel two-sample test.

Emanuele Olivetti, Seyed Mostafa Kia, Paolo Avesani

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Multi-Task Learning for Interpretation of Brain Decoding Models.

Seyed Mostafa Kia, Sandro Vega-Pons, Emanuele Olivetti, Paolo Avesani

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

2013

The Kernel Two-Sample Test vs. Brain Decoding.

Emanuele Olivetti, Danilo Benozzo, Seyed Mostafa Kia, Marta Ellero, Thomas Hartmann

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Discrete Cosine Transform for MEG Signal Decoding.

Seyed Mostafa Kia, Emanuele Olivetti, Paolo Avesani

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Decoding affect in videos employing the MEG brain signal.

Mojtaba Khomami Abadi, Seyed Mostafa Kia, Subramanian Ramanathan, Paolo Avesani, Nicu Sebe

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses.

Mojtaba Khomami Abadi, Seyed Mostafa Kia, Subramanian Ramanathan, Paolo Avesani, Nicu Sebe

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013