Jalil Taghia

857 total citations
27 papers, 541 citations indexed

About

Jalil Taghia is a scholar working on Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Jalil Taghia has authored 27 papers receiving a total of 541 indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Signal Processing, 10 papers in Artificial Intelligence and 6 papers in Computer Vision and Pattern Recognition. Recurrent topics in Jalil Taghia's work include Bayesian Methods and Mixture Models (10 papers), Speech and Audio Processing (10 papers) and Blind Source Separation Techniques (7 papers). Jalil Taghia is often cited by papers focused on Bayesian Methods and Mixture Models (10 papers), Speech and Audio Processing (10 papers) and Blind Source Separation Techniques (7 papers). Jalil Taghia collaborates with scholars based in Sweden, China and United States. Jalil Taghia's co-authors include Arne Leijon, Zhanyu Ma, Vinod Menon, Weidong Cai, Nasser Mohammadiha, Tianwen Chen, Markus Flierl, Srikanth Ryali, John Kochalka and Jonathan Nicholas and has published in prestigious journals such as Nature Communications, IEEE Transactions on Pattern Analysis and Machine Intelligence and NeuroImage.

In The Last Decade

Jalil Taghia

27 papers receiving 529 citations

Peers

Countries citing papers authored by Jalil Taghia

Since Specialization

Citations

This map shows the geographic impact of Jalil Taghia's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jalil Taghia with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jalil Taghia more than expected).

Fields of papers citing papers by Jalil Taghia

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jalil Taghia. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jalil Taghia. The network helps show where Jalil Taghia may publish in the future.

Co-authorship network of co-authors of Jalil Taghia

This figure shows the co-authorship network connecting the top 25 collaborators of Jalil Taghia. A scholar is included among the top collaborators of Jalil Taghia based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jalil Taghia. Jalil Taghia is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A multi-demand operating system underlying diverse cognitive tasks 2024 ·Nature Communications ·Weidong Cai, Jalil Taghia, Vinod Menon	8
2	Development of brain state dynamics involved in working memory 2023 ·Cerebral Cortex ·Ying He, (unknown), Menglu Chen, (unknown), (unknown), Jin Liu, Hao Lei, Jiahua Xu, Rui Chen, Yanpei Wang, Jia‐Hong Gao, Shuping Tan, Jalil Taghia, Yong He, Sha Tao, Qi Dong, Shaozheng Qin	4
3	Bayesian analysis of Ecological Momentary Assessment (EMA) data collected in adults before and after hearing rehabilitation 2023 ·Frontiers in Digital Health ·Arne Leijon, (unknown), Inga Holube, Jalil Taghia, Karolina Smeds	3
4	IEEE Access Special Section Editorial: AI-Driven Big Data Processing: Theory, Methodology, and Applications 2020 ·IEEE Access ·Zhanyu Ma, Sunwoo Kim, Pascual Martínez-Gómez, Jalil Taghia, Yi-Zhe Song, Huiji Gao	3
5	Insights Into Multiple/Single Lower Bound Approximation for Extended Variational Inference in Non-Gaussian Structured Data Modeling 2019 ·IEEE Transactions on Neural Networks and Learning Systems ·Zhanyu Ma, Jiyang Xie, (unknown), Jalil Taghia, Jing‐Hao Xue, Jun Guo	36
6	Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition 2018 ·Nature Communications ·Jalil Taghia, Weidong Cai, Srikanth Ryali, John Kochalka, Jonathan Nicholas, Tianwen Chen, Vinod Menon	118
7	Bayesian switching factor analysis for estimating time-varying functional connectivity in fMRI 2017 ·NeuroImage ·Jalil Taghia, Srikanth Ryali, Tianwen Chen, Kaustubh Supekar, Weidong Cai, Vinod Menon	39
8	Variational Inference for Watson Mixture Model 2015 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Jalil Taghia, Arne Leijon	16
9	Statistical methods for inter-viewdepth enhancement 2014 ·(unknown), Jalil Taghia, Markus Flierl	3
10	Separation of Unknown Number of Sources 2014 ·IEEE Signal Processing Letters ·Jalil Taghia, Arne Leijon	3
11	Comparisons of Non-Gaussian Statistical Models in DNA Methylation Analysis 2014 ·International Journal of Molecular Sciences ·Zhanyu Ma, Andrew E. Teschendorff, Hong Qing Yu, Jalil Taghia, Jun Guo	3
12	Bayesian Modeling of Directional Data with Acoustic and Other Applications 2014 ·KTH Publication Database DiVA (KTH Royal Institute of Technology) ·Jalil Taghia	1
13	Probabilistic Multiview Depth Image Enhancement Using Variational Inference 2014 ·IEEE Journal of Selected Topics in Signal Processing ·(unknown), Jalil Taghia, Zhanyu Ma, Markus Flierl	10
14	Multiview depth map enhancement by variational bayes inference estimation of Dirichlet mixture models 2013 ·(unknown), Zhanyu Ma, Jalil Taghia, Markus Flierl	6
15	On von-mises fisher mixture model in text-independent speaker identification 2013 ·Jalil Taghia, Zhanyu Ma, Arne Leijon	7
16	A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources 2012 ·Jalil Taghia, Nasser Mohammadiha, Arne Leijon	21
17	A Variational Bayesian Inference Framework for Multiview Depth Image Enhancement 2012 ·(unknown), Jalil Taghia, Markus Flierl	5
18	An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments 2011 ·(unknown), Jalil Taghia, Nasser Mohammadiha, (unknown), (unknown), Rainer Martin	42
19	Subband-based Single-channel Source Separation of Instantaneous Audio Mixtures 2009 ·World Applied Sciences Journal ·Jalil Taghia, (unknown)	3
20	An Image Watermarking Method Based on Bidimensional Empirical Mode Decomposition 2008 ·Jalil Taghia, (unknown), (unknown)	13

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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