M. Tahir

发表

UvA-DARE ( Digital Academic Repository ) The MediaMill TRECVID 2008 semantic video search engine

M. de Rijke, Cees G. M. Snoek, K. V. D. Sande, 2008 .

Visual category recognition using Spectral Regression and Kernel Discriminant Analysis

Josef Kittler, Koen E. A. van de Sande, Theo Gevers, 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.

Face recognition using kernel collaborative representation and multiscale local binary patterns

Ahmed Bouridane, Muhammad Atif Tahir, M. Tahir, 2012 .

Feature selection using tabu search for improving the classification rate prostate needle biopsies

Abbes Amira, Ahmed Bouridane, Fatih Kurugollu, 2004, ICPR 2004.

Learning from video browse behavior

Dennis Koelma, Isabel Trancoso, Fei Yan, 2009 .

Multi-frame, multi-modal, and multi-kernel concept detection in video

Dennis Koelma, Isabel Trancoso, Fei Yan, 2009 .

Majority voting approach for the identification of differentially expressed genes to understand gender-related skeletal muscle aging

M. Tahir, H. Seker, N. Anwar, 2016 .

Discovering differences in gender-related skeletal muscle aging through the majority voting-based identification of differently expressed genes

M. Tahir, H. Seker, N. Anwar, 2016 .

DIFFERENTLY EXPRESSED GENES

M. Tahir, H. Seker, Anwar, 2016 .

Deep Gaussian mixture model based instance relevance estimation for multiple instance learning applications

M. Tahir, M. Waqas, Rizwan Qureshi, 2022, Applied Intelligence.

Robust bag classification approach for multi-instance learning via subspace fuzzy clustering

M. Tahir, M. Waqas, S. Khan, 2022, Expert Syst. Appl..

Voting Neural Network (VNN) for Endoscopic Image Segmentation

M. Tahir, Zeshan Khan, Mubashir Yasin, 2022, 2022 International Conference on Emerging Trends in Smart Technologies (ICETST).

Disaster based Visual Sentiment Analysis using Deep Learning

Nouman M. Durrani, M. Tahir, Muhammad Rafi, 2021, MediaEval.

The MediaMill TRECVID 2012 semantic video search engine

M. de Rijke, Cees G. M. Snoek, K. V. D. Sande, 2008 .

Safe semi supervised multi-target regression (MTR-SAFER) for new targets learning

Farrukh Hasan Syed, M. Tahir, 2018, Multimedia Tools and Applications.

Non-Sparse Multiple Kernel Fisher Discriminant Analysis

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2012, J. Mach. Learn. Res..

VRBagged-Net: Ensemble Based Deep Learning Model for Disaster Event Classification

Muhammad Rafi, Muhammad Atif Tahir, Muhammad Hanif, 2021 .

Inverse random under sampling for class imbalance problem and its application to multi-label classification

Josef Kittler, Muhammad Atif Tahir, Fei Yan, 2012, Pattern Recognit..

Making Early Predictions of the Accuracy of Machine Learning Applications pdf

Hendrik Van Brussel, Praminda Caleb-Solly, Muhammad Atif Tahir, 2012, ArXiv.

Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection

Muhammad Atif Tahir, Jim E. Smith, M. Tahir, 2010, Pattern Recognit. Lett..

Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics

Muhammad Atif Tahir, Jim E. Smith, M. Tahir, 2006, Sixth International Conference on Data Mining (ICDM'06).

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

Fouad Khelifi, Ahmed Bouridane, Muhammad Atif Tahir, 2018, Neurocomputing.

Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier

Ahmed Bouridane, Fatih Kurugollu, Muhammad Atif Tahir, 2007, Pattern Recognit. Lett..

A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression

Josef Kittler, Ahmed Bouridane, Krystian Mikolajczyk, 2013, IEEE Transactions on Multimedia.

A Comparison of L_1 Norm and L_2 Norm Multiple Kernel SVMs in Image and Video Classification

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2009, 2009 Seventh International Workshop on Content-Based Multimedia Indexing.

Towards cloud based big data analytics for smart future cities

Muhammad Atif Tahir, Ashiq Anjum, Kamran Soomro, 2013, 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing.

Assessment of the influence of adaptive components in trainable surface inspection systems

Edwin Lughofer, Hendrik Van Brussel, Wolfgang Heidl, 2010, Machine Vision and Applications.

Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors

Matti Pietikäinen, Chi-Ho Chan, Josef Kittler, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2009, MCS.

Feature selection for semi-supervised multi-target regression using genetic algorithm

Muhammad Rafi, Muhammad Atif Tahir, Farrukh Hasan Syed, 2021, Applied Intelligence.

Reinforcement Learning based Video Summarization with Combination of ResNet and Gated Recurrent Unit

Muhammad Atif Tahir, Muhammad Sohail Afzal, M. Tahir, 2021, VISIGRAPP.

IBaggedFCNet: An Ensemble Framework for Anomaly Detection in Surveillance Videos

Ahmed Bouridane, Muhammad Atif Tahir, Nouman M. Durrani, 2020, IEEE Access.

Ensemble-Based Instance Relevance Estimation in Multiple-Instance Learning

Muhammad Atif Tahir, Muhammad Waqas, Rizwan Qureshi, 2021, 2021 9th European Workshop on Visual Information Processing (EUVIP).

Novel geometric features for off-line writer identification

Muhammad Atif Tahir, Somaya Al-Máadeed, Abdelaali Hassaïne, 2016, Pattern Analysis and Applications.

An FPGA Based Coprocessor for GLCM and Haralick Texture Features and their Application in Prostate Cancer Classification

Ahmed Bouridane, Fatih Kurugollu, Muhammad Atif Tahir, 2005 .

Smart city big data analytics: An advanced review

Muhammad Atif Tahir, Kamran Soomro, Muhammad Nasir Mumtaz Bhutta, 2019, WIREs Data Mining Knowl. Discov..

Modality identification for heterogeneous face recognition

Ahmed Bouridane, Ashref Lawgaly, Muhammad Atif Tahir, 2017, Multimedia Tools and Applications.

Detection and classification of retinal fundus images exudates using region based multiscale LBP texture approach

Fouad Khelifi, Mohamed Albashir Omar, Muhammad Atif Tahir, 2016, 2016 International Conference on Control, Decision and Information Technologies (CoDIT).

Majority Voting of Heterogeneous Classifiers for Finding Abnormalities in the Gastro-Intestinal Tract

Muhammad Atif Tahir, Zeshan Khan, M. Tahir, 2018, MediaEval.

Medical text categorization using SEBLA and Kernel Discriminant Analysis

Emdad Khan, Muhammad Atif Tahir, Adel Al Salem, 2015, 2015 2nd World Symposium on Web Applications and Networking (WSWAN).

Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition

Chi-Ho Chan, Josef Kittler, Muhammad Atif Tahir, 2010, SSPR/SPR.

NeuPD—A Neural Network-Based Approach to Predict Antineoplastic Drug Response

Musaed A. Alhussein, M. Tahir, Rauf Ahmed Shams Malick, 2023, Diagnostics.

Feature Selection Using Intensified Tabu Search for Supervised Classification

Muhammad Atif Tahir, Jim Smith, M. Tahir, 2008 .

Dimensionality Reduction Using Stacked Kernel Discriminant Analysis for Multi-label Classification

Josef Kittler, Ahmed Bouridane, Muhammad Atif Tahir, 2013, MCS.

Multilabel classification using heterogeneous ensemble of multi-label classifiers

Josef Kittler, Ahmed Bouridane, Muhammad Atif Tahir, 2012, Pattern Recognit. Lett..

Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2010, MCS.

Multi-label classification using stacked spectral kernel discriminant analysis

Josef Kittler, Ahmed Bouridane, Muhammad Atif Tahir, 2016, Neurocomputing.

Intelligent phishing detection and protection scheme for online transactions

Nauman Aslam, M. Alamgir Hossain, Graham Sexton, 2013, Expert Syst. Appl..

Vehicle images dataset for make and model recognition

M. Tahir, Mohsin Ali, Muhammad Nouman Durrani, 2022, Data in brief.

Automated vehicle density estimation from raw surveillance videos

Ahmed Bouridane, Muhammad Atif Tahir, Somaya Al-Maadeed, 2016, 2016 SAI Computing Conference (SAI).

FAST-MT Participation for the JOKER CLEF-2022 Automatic Pun and Humour Translation Tasks

M. Tahir, Muhammad Rafi, Farhan Dhanani, 2022, CLEF.

Fouad Khelifi, Ahmed Bouridane, Muhammad Atif Tahir, 2019, IEEE Transactions on Information Forensics and Security.

Medical Diagnostic by Data Bagging for Various Instances of Neural Network

M. Tahir, Zeshan Khan, Shahbaz Memon, 2020, ICPR Workshops.

Ensemble Learning Using Bagging And Inception-V3 For Anomaly Detection In Surveillance Videos

Muhammad Atif Tahir, Nouman M. Durrani, Yumna Zahid, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Probabilistic Linear Discriminant Analysis for intermodality face recognition

Ahmed Bouridane, Muhammad Atif Tahir, Muhammad Khurram Shaikh, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Lung-Wise Tuberculosis Analysis and Automatic CT Report Generation with Hybrid Feature and Ensemble Learning

Muhammad Waqas, Muhammad Atif Tahir, Zeshan Khan, 2020, CLEF.

Human–Machine Interaction Issues in Quality Control Based on Online Image Classification

Edwin Lughofer, Praminda Caleb-Solly, Christian Eitzinger, 2009, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Robust off-line text independent writer identification using bagged discrete cosine transform features

Fouad Khelifi, Ahmed Bouridane, Muhammad Atif Tahir, 2017, Expert Syst. Appl..

Leaf classification on Flavia dataset: A detailed review

M. Tahir, Junaid Shuja, Syed Umaid Ahmed, 2023, Sustain. Comput. Informatics Syst..

A Novel Feature Selection Based Semi-supervised Method for Image Classification

Praminda Caleb-Solly, Muhammad Atif Tahir, Jim E. Smith, 2008, ICVS.

Novel Round-Robin Tabu Search Algorithm for Prostate Cancer Classification and Diagnosis Using Multispectral Imagery

Ahmed Bouridane, Muhammad Atif Tahir, M. Tahir, 2006, IEEE Transactions on Information Technology in Biomedicine.

Ensemble of Texture Features for Finding Abnormalities in the Gastro-Intestinal Tract

Muhammad Atif Tahir, Shees Nadeem, Syed Sadiq Ali Naqvi, 2017, MediaEval.

Concept learning for image and video retrieval: The inverse random under sampling approach

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2009, 2009 17th European Signal Processing Conference.

MD-LBP: An Efficient Computational Model for Protein Subcellular Localization from HeLa Cell Lines Using SVM

M. Tahir, Adnan Idris, 2020 .