Kamran Kowsari | DeepAI

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∙ 06/14/2021

Toward a Knowledge Discovery Framework for Data Science Job Market in the United States

The growth of the data science field requires better tools to understand...

0 Mojtaba Heidarysafa, et al. ∙

∙ 11/09/2020

Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients

Chronic kidney disease (CKD) is a gradual loss of renal function over ti...

0 Jinghe Zhang, et al. ∙

∙ 10/28/2020

HHAR-net: Hierarchical Human Activity Recognition using Neural Networks

Activity recognition using built-in sensors in smart and wearable device...

0 Mehrdad Fazli, et al. ∙

∙ 06/12/2020

HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach

Image classification is central to the big data revolution in medicine. ...

19 Kamran Kowsari, et al. ∙

∙ 06/11/2020

Diagnosis and Analysis of Celiac Disease and Environmental Enteropathy on Biopsy Images using Deep Learning Approaches

Celiac Disease (CD) and Environmental Enteropathy (EE) are common causes...

16 Kamran Kowsari, et al. ∙

∙ 04/13/2020

Gender Detection on Social Networks using Ensemble Deep Learning

Analyzing the ever-increasing volume of posts on social media sites such...

7 Kamran Kowsari, et al. ∙

∙ 12/09/2019

Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in a Comparison with Mainstream Religious Group

Online propaganda is central to the recruitment strategies of extremist ...

0 Mojtaba Heidarysafa, et al. ∙

∙ 10/07/2019

CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks

Celiac Disease (CD) is a chronic autoimmune disease that affects the sma...

15 Rasoul Sali, et al. ∙

∙ 04/17/2019

Text Classification Algorithms: A Survey

In recent years, there has been an exponential growth in the number of c...

1 Kamran Kowsari, et al. ∙

∙ 04/10/2019

Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks

Celiac Disease (CD) and Environmental Enteropathy (EE) are common causes...

0 Kamran Kowsari, et al. ∙

∙ 11/15/2018

From Videos to URLs: A Multi-Browser Guide To Extract User's Behavior with Optical Character Recognition

Tracking users' activities on the World Wide Web (WWW) allows researcher...

0 Mojtaba Heidarysafa, et al. ∙

∙ 10/17/2018

Analysis of Railway Accidents' Narratives Using Deep Learning

Automatic understanding of domain specific texts in order to extract use...

4 Mojtaba Heidarysafa, et al. ∙

∙ 10/10/2018

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

The wide implementation of electronic health record (EHR) systems facili...

2 Jinghe Zhang, et al. ∙

∙ 08/23/2018

An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL)

The exponential growth in the number of complex datasets every year requ...

0 Mojtaba Heidarysafa, et al. ∙

∙ 05/03/2018

RMDL: Random Multimodel Deep Learning for Classification

The continually increasing number of complex datasets each year necessit...

0 Kamran Kowsari, et al. ∙

∙ 09/26/2017

FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification

This paper introduces a novel real-time Fuzzy Supervised Learning with B...

0 Kamran Kowsari, et al. ∙

∙ 09/24/2017

HDLTex: Hierarchical Deep Learning for Text Classification

The continually increasing number of documents produced each year necess...

0 Kamran Kowsari, et al. ∙

∙ 04/24/2017

GaKCo: a Fast GApped k-mer string Kernel using COunting

String Kernel (SK) techniques, especially those using gapped k-mers as f...

0 Ritambhara Singh, et al. ∙

∙ 02/18/2016

Weighted Unsupervised Learning for 3D Object Detection

This paper introduces a novel weighted unsupervised learning for object ...

0 Kamran Kowsari, et al. ∙

∙ 03/22/2015

Construction of FuzzyFind Dictionary using Golay Coding Transformation for Searching Applications

Searching through a large volume of data is very critical for companies,...

0 Kamran Kowsari, et al. ∙

∙ 03/01/2015

Novel Metaknowledge-based Processing Technique for Multimedia Big Data clustering challenges

Past research has challenged us with the task of showing relational patt...

0 Nima Bari, et al. ∙

∙ 03/01/2015

23-bit Metaknowledge Template Towards Big Data Knowledge Discovery and Management

The global influence of Big Data is not only growing but seemingly endle...

0 Nima Bari, et al. ∙

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