Muhammad Atif Tahir

Orcid: 0000-0003-1366-8408

According to our database1, Muhammad Atif Tahir authored at least 98 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Exudate and drusen classification in retinal images using bagged colour vector angles and inter colour local binary patterns.
Multim. Tools Appl., May, 2024

Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer.
Neural Comput. Appl., April, 2024

Exploring Multiple Instance Learning (MIL): A brief survey.
Expert Syst. Appl., 2024

2023
Leaf classification on Flavia dataset: A detailed review.
Sustain. Comput. Informatics Syst., December, 2023

Deep Gaussian mixture model based instance relevance estimation for multiple instance learning applications.
Appl. Intell., May, 2023

Real time anatomical landmarks and abnormalities detection in gastrointestinal tract.
PeerJ Comput. Sci., 2023

Robust bag classification approach for multi-instance learning via subspace fuzzy clustering.
Expert Syst. Appl., 2023

Toward an Optimal and Structured Feature Subset Selection for Multi-Target Regression Using Genetic Algorithm.
IEEE Access, 2023

The Impact of Transformers Ensemble on Model Memorability and Generalizability.
Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

Tracking and Prediction Of Human Spermatozoa Motility Using Yolov8n and Greedy Shape Geometry Technique.
Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

Humour Translation with Transformers.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

2022
EBSRMF: Ensemble based similarity-regularized matrix factorization to predict anticancer drug responses.
J. Intell. Fuzzy Syst., 2022

Laplacian Regularized Variational Few-Shot Learning for Image Classification.
Proceedings of the Advances in Computational Intelligence Systems, 2022

Quest for Insight: Predicting Memorability based on Frequency of N-Grams.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Modelling of Video Memorability using Ensemble Learning and Transformers.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Time Series Prediction Of AQI using Facebook Prophet and YOLOV5.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

FAST-MT Participation for the JOKER CLEF-2022 Automatic Pun and Humour Translation Tasks.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging.
Medical Image Anal., 2021

Feature selection for semi-supervised multi-target regression using genetic algorithm.
Appl. Intell., 2021

An Empirical Analysis of Deep Learning Architectures for Vehicle Make and Model Recognition.
IEEE Access, 2021

Reinforcement Learning based Video Summarization with Combination of ResNet and Gated Recurrent Unit.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Short Text Classification using TF-IDF Features and Fast Text Learner.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Medico 2021: Medical Image Augmentation and Segmentation using Combination of Segmentation Neural Networks.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Deep Learning Based Framework for Classification of Water Quality in Social Media Data.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Disaster based Visual Sentiment Analysis using Deep Learning.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Towards Time Series Forecasting of Cross-Data Analytics for Haze Prediction.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Hybrid Vision Transformer for Domain Adaptable Person Re-identification.
Proceedings of the Advances in Computational Collective Intelligence, 2021

Deep Component Based Age Invariant Face Recognition in an Unconstrained Environment.
Proceedings of the Advances in Computational Collective Intelligence, 2021

Ensemble-Based Instance Relevance Estimation in Multiple-Instance Learning.
Proceedings of the 9th European Workshop on Visual Information Processing, 2021

2020
IBaggedFCNet: An Ensemble Framework for Anomaly Detection in Surveillance Videos.
IEEE Access, 2020

Discriminative Adaptive Sets for Multi-Label Classification.
IEEE Access, 2020

Ensemble Based Method for the Classification of Flooding Event Using Social Media Data.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Depth-Wise Separable Atrous Convolution for Polyps Segmentation in Gastro-Intestinal Tract.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Medical Diagnostic by Data Bagging for Various Instances of Neural Network.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Ensemble Learning Using Bagging And Inception-V3 For Anomaly Detection In Surveillance Videos.
Proceedings of the IEEE International Conference on Image Processing, 2020

Lung-Wise Tuberculosis Analysis and Automatic CT Report Generation with Hybrid Feature and Ensemble Learning.
Proceedings of the Working Notes of CLEF 2020, 2020

2019
Flood Detection Using Social Media Big Data Streams.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Smart city big data analytics: An advanced review.
WIREs Data Mining Knowl. Discov., 2019

Dissimilarity Gaussian Mixture Models for Efficient Offline Handwritten Text-Independent Identification Using SIFT and RootSIFT Descriptors.
IEEE Trans. Inf. Forensics Secur., 2019

Ensemble and Inference based Methods for Flood Severity Estimation Using Visual Data.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

2018
Safe semi supervised multi-target regression (MTR-SAFER) for new targets learning.
Multim. Tools Appl., 2018

Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization.
Neurocomputing, 2018

Majority Voting of Heterogeneous Classifiers for Finding Abnormalities in the Gastro-Intestinal Tract.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Detection of Passable Roads Using Ensemble of Global and Local Features.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Ensemble of Texture and Deep Learning Features for Finding Abnormalities in the Gastro-Intestinal Tract.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017
Modality identification for heterogeneous face recognition.
Multim. Tools Appl., 2017

Robust off-line text independent writer identification using bagged discrete cosine transform features.
Expert Syst. Appl., 2017

Ensemble of Texture Features for Finding Abnormalities in the Gastro-Intestinal Tract.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Flood detection using Social Media Data and Spectral Regression based Kernel Discriminant Analysis.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Multi-label learning model for improving retinal image classification in diabetic retinopathy.
Proceedings of the 4th International Conference on Control, 2017

2016
Novel geometric features for off-line writer identification.
Pattern Anal. Appl., 2016

Multi-label classification using stacked spectral kernel discriminant analysis.
Neurocomputing, 2016

Offline text independent writer identification using ensemble of multi-scale local ternary pattern histograms.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

Detection and classification of retinal fundus images exudates using region based multiscale LBP texture approach.
Proceedings of the International Conference on Control, 2016

2015
Off-line writer identification using an ensemble of grapheme codebook features.
Pattern Recognit. Lett., 2015

Tabu Search for Low-Cost Dynamic Multicast Tree Generation with Quality of Service Guarantees.
J. Intell. Syst., 2015

Towards cloud based big data analytics for smart future cities.
J. Cloud Comput., 2015

2014
Probabilistic Linear Discriminant Analysis for intermodality face recognition.
Proceedings of the IEEE International Conference on Acoustics, 2014

Tied factor Analysis using Bagging for heterogeneous face recognition.
Proceedings of the 5th European Workshop on Visual Information Processing, 2014

2013
A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression.
IEEE Trans. Multim., 2013

Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Dimensionality Reduction Using Stacked Kernel Discriminant Analysis for Multi-label Classification.
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

2012
Multilabel classification using heterogeneous ensemble of multi-label classifiers.
Pattern Recognit. Lett., 2012

Inverse random under sampling for class imbalance problem and its application to multi-label classification.
Pattern Recognit., 2012

Non-Sparse Multiple Kernel Fisher Discriminant Analysis.
J. Mach. Learn. Res., 2012

Making Early Predictions of the Accuracy of Machine Learning Applications
CoRR, 2012

2011
Face recognition using multi-scale local phase quantisation and Linear Regression Classifier.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection.
Pattern Recognit. Lett., 2010

Assessment of the influence of adaptive components in trainable surface inspection systems.
Mach. Vis. Appl., 2010

Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition.
Proceedings of the Structural, 2010

Combining Multiple Kernels by Augmenting the Kernel Matrix.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Human-Machine Interaction Issues in Quality Control Based on Online Image Classification.
IEEE Trans. Syst. Man Cybern. Part A, 2009

A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis.
Proceedings of the ICDM 2009, 2009

Visual category recognition using Spectral Regression and Kernel Discriminant Analysis.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Concept learning for image and video retrieval: The inverse random under sampling approach.
Proceedings of the 17th European Signal Processing Conference, 2009

A Comparison of L<sub>1</sub> Norm and L<sub>2</sub> Norm Multiple Kernel SVMs in Image and Video Classification.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008

Feature Selection for Heterogeneous Ensembles of Nearest-neighbour Classifiers Using Hybrid Tabu Search.
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008

A Novel Feature Selection Based Semi-supervised Method for Image Classification.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

An On-Line Interactive Self-adaptive Image Classification Framework.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

On Human-Machine Interaction during Online Image Classifier Training.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2007
Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier.
Pattern Recognit. Lett., 2007

Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

2006
Novel Round-Robin Tabu Search Algorithm for Prostate Cancer Classification and Diagnosis Using Multispectral Imagery.
IEEE Trans. Inf. Technol. Biomed., 2006

Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

An Fpga Based Coprocessor for Cancer Classification Using Nearest Neighbour Classifier.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
A Novel Prostate Cancer Classification Technique Using Intermediate Memory Tabu Search.
EURASIP J. Adv. Signal Process., 2005

2004
Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Feature Selection using Tabu Search for Improving the Classification Rate of Prostate Needle Biopsies.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Accelerating the computation of glcm and haralick texture features on reconfigurable hardware.
Proceedings of the 2004 International Conference on Image Processing, 2004

An FPGA Based Coprocessor for the Classification of Tissue Patterns in Prostatic Cancer.
Proceedings of the Field Programmable Logic and Application, 2004

2003
An FPGA based co-processor for GLCM texture features measurement.
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003

2002
QoS-driven multicast tree generation using Tabu search.
Comput. Commun., 2002

Fuzzy Based MultiObjective Multicast Routing Using Tabu Search.
Proceedings of the International Conference on Internet Computing, 2002


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