Muhammad Atif Tahir
Orcid: 0000-0003-1366-8408
According to our database1,
Muhammad Atif Tahir
authored at least 95 papers
between 2002 and 2024.
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Bibliography
2024
Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer.
Neural Comput. Appl., April, 2024
2023
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
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
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
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022
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
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
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Proceedings of the Advances in Computational Collective Intelligence, 2021
Proceedings of the Advances in Computational Collective Intelligence, 2021
Proceedings of the 9th European Workshop on Visual Information Processing, 2021
2020
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
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
Proceedings of the Encyclopedia of Big Data Technologies., 2019
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
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
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
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
Pattern Anal. Appl., 2016
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
Pattern Recognit. Lett., 2015
Tabu Search for Low-Cost Dynamic Multicast Tree Generation with Quality of Service Guarantees.
J. Intell. Syst., 2015
J. Cloud Comput., 2015
2014
Proceedings of the IEEE International Conference on Acoustics, 2014
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
Pattern Recognit. Lett., 2012
Inverse random under sampling for class imbalance problem and its application to multi-label classification.
Pattern Recognit., 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
Proceedings of the Structural, 2010
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
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
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008
Feature Selection for Heterogeneous Ensembles of Nearest-neighbour Classifiers Using Hybrid Tabu Search.
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008
Proceedings of the Computer Vision Systems, 6th International Conference, 2008
Proceedings of the Computer Vision Systems, 6th International Conference, 2008
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
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
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003
2002
Fuzzy Based MultiObjective Multicast Routing Using Tabu Search.
Proceedings of the International Conference on Internet Computing, 2002