Muhammad Ahmad

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 92

Top Topics

Image Classification

Convolutional Neural Networks

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Muhammad Ahmad, Manuel Mazzara, Salvatore Distifano
Importance of Disjoint Sampling in Conventional and Transformer Models for Hyperspectral Image Classification. CoRR (2024)
Muhammad Ahmad, Usman Ghous, Muhammad Usama, Manuel Mazzara
WaveFormer: Spectral-Spatial Wavelet Transformer for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Usman Ghous, Muhammad Shahzad Sarfraz, Muhammad Ahmad, Chenyu Li, Danfeng Hong
EXNet: (2+1)D Extreme Xception Net for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Sarwan Ali, Muhammad Ahmad, Maham Anwer Beg, Imdadullah Khan, Safiullah Faizullah, Muhammad Asad Khan
SsAG: Summarization and Sparsification of Attributed Graphs. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Muhammad Ahmad, Salvatore Distifano, Manuel Mazzara, Adil Mehmood Khan
Traditional to Transformers: A Survey on Current Trends and Future Prospects for Hyperspectral Image Classification. CoRR (2024)
Muhammad Ahmad, Muhammad Usama, Adil Mehmood Khan, Salvatore Distefano, Hamad Ahmed Altuwaijri, Manuel Mazzara
Spatial-Spectral Transformer With Conditional Position Encoding for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Muhammad Ahmad, Manuel Mazzara, Salvatore Distifano
Transformers Fusion across Disjoint Samples for Hyperspectral Image Classification. CoRR (2024)
Ruby Nasir, Muhammad Ahmad, Zohaib Zahid, Muhammad Javaid, Mamo Abebe Ashebo
Edge Version of Doubly Resolving Sets for Grid and Generalized Prism Networks. IEEE Access 12 (2024)
Muhammad Ahmad, Manuel Mazzara
SCSNet: Sharpened Cosine Similarity-Based Neural Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Muhammad Hassaan Farooq Butt, Jian Ping Li, Muhammad Ahmad, Muhammad Adnan Farooq Butt
Graph-infused hybrid vision transformer: Advancing GeoAI for enhanced land cover classification. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Manuel Mazzara, Salvatore Distifano
Pyramid Hierarchical Transformer for Hyperspectral Image Classification. CoRR (2024)
Muhammad Ahmad, Kazim Jawad, Muhammad Bux Alvi, Majdah Alvi
Google Maps Data Analysis of Clothing Brands in South Punjab, Pakistan. EAI Endorsed Trans. Scalable Inf. Syst. 10 (3) (2023)
Zeeshan Haider Malik, Muhammad Ahmad, Hamza Munawar, Mubashar Mushtaq
Usability Evaluation of Freelance Platforms. FTC (2) (2023)
Muhammad Ahmad, Zohaib Zahid, Muhammad Javaid, Mamo Abebe Ashebo
A Study on Minimal Doubly Resolving Sets of Certain Families of Networks. IEEE Access 11 (2023)
Muhammad Ahmad
Sharpend Cosine Similarity based Neural Network for Hyperspectral Image Classification. CoRR (2023)
Muhammad Umer, Zainab Imtiaz, Muhammad Ahmad, Michele Nappi, Carlo Maria Medaglia, Gyu Sang Choi, Arif Mehmood
Impact of convolutional neural network and FastText embedding on text classification. Multim. Tools Appl. 82 (4) (2023)
Mulugeta Weldezgina Asres, Christian Walter Peter Omlin, Long Wang, David Yu, Pavel Parygin, Jay Dittmann, Georgia Karapostoli, Markus Seidel, Rosamaria Venditti, Luka Lambrecht, Emanuele Usai, Muhammad Ahmad, Javier Fernandez Menendez, Kaori Maeshima, the CMS-HCAL Collaboration
Spatio-Temporal Anomaly Detection with Graph Networks for Data Quality Monitoring of the Hadron Calorimeter. Sensors 23 (24) (2023)
Bader Rasheed, Asad Masood Khattak, Adil Khan, Stanislav Protasov, Muhammad Ahmad
Boosting Adversarial Training Using Robust Selective Data Augmentation. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Mona Helmy, Mohamed Taher, Marwan Abdelhakem, Alaa Medhat, Moatsm Tarek, Aya Talla Tarek, Mustafa Amer, Moaz Ayman Mokhtar, Muhammad Ahmad
Securing ISO 15118 Communication in Electric Vehicles using Real-Time Monitoring and Vehicle-to-Grid Sniffer. ICCA (2023)
Qiong Ran, Yonghao Zhou, Danfeng Hong, Meiqiao Bi, Li Ni, Xuan Li, Muhammad Ahmad
Deep transformer and few-shot learning for hyperspectral image classification. CAAI Trans. Intell. Technol. 8 (4) (2023)
Mulugeta Weldezgina Asres, Christian Walter Peter Omlin, Long Wang, David Yu, Pavel Parygin, Jay Dittmann, Georgia Karapostoli, Markus Seidel, Rosamaria Venditti, Luka Lambrecht, Emanuele Usai, Muhammad Ahmad, Javier Fernandez Menendez, Kaori Maeshima
Spatio-Temporal Anomaly Detection with Graph Networks for Data Quality Monitoring of the Hadron Calorimeter. CoRR (2023)
Haseeb Hassan, Pranshu Mishra, Muhammad Ahmad, Ali Kashif Bashir, Bingding Huang, Bin Luo
Effects of haze and dehazing on deep learning-based vision models. Appl. Intell. 52 (14) (2022)
Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Mohsin Ali, Muhammad Shahzad Sarfraz
A Fast and Compact 3-D CNN for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Asad Khan, Sakander Hayat, Muhammad Ahmad, Jinyu Wen, Muhammad Umar Farooq, Meie Fang, Wenchao Jiang
Cross-modal retrieval based on deep regularized hashing constraints. Int. J. Intell. Syst. 37 (9) (2022)
Nabeil Eltayieb, Rashad Elhabob, Muhammad Umar Aftab, Ramil Kuleev, Manuel Mazzara, Muhammad Ahmad
Secure aggregate signature scheme for smart city applications. Comput. Commun. 193 (2022)
Muhammad Ahmad, Sidrah Shabbir, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jing Yao, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Jocelyn Chanussot
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Swalpa Kumar Roy, Xin Wu
Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification. CoRR (2022)
Shahid Latif, Zil E. Huma, Sajjad Shaukat Jamal, Fawad Ahmed, Jawad Ahmad, Adnan Zahid, Kia Dashtipour, Muhammad Umar Aftab, Muhammad Ahmad, Qammer Hussain Abbasi
Intrusion Detection Framework for the Internet of Things Using a Dense Random Neural Network. IEEE Trans. Ind. Informatics 18 (9) (2022)
Muhammad Ahmad, Usman Ghous, Danfeng Hong, Adil Mehmood Khan, Jing Yao, Shaohua Wang, Jocelyn Chanussot
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Muhammad Ahmad, Antonio Plaza, Jocelyn Chanussot
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hamail Ayaz, David Tormey, Ian McLoughlin, Muhammad Ahmad, Saritha Unnikrishnan
Hyperspectral Brain Tissue Classification using a Fast and Compact 3D CNN Approach. IPAS (2022)
Ariyo Oluwasanmi, Muhammad Umar Aftab, Edward Yellakuor Baagyere, Zhiguang Qin, Muhammad Ahmad, Manuel Mazzara
Attention Autoencoder for Generative Latent Representational Learning in Anomaly Detection. Sensors 22 (1) (2022)
Muhammad Hassaan Farooq Butt, Hamail Ayaz, Muhammad Ahmad, Jian Ping Li, Ramil Kuleev
A Fast and Compact Hybrid CNN for Hyperspectral Imaging-based Bloodstain Classification. CEC (2022)
Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Swalpa Kumar Roy, Xin Wu
Hybrid Dense Network With Attention Mechanism for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Sarwan Ali, Muhammad Ahmad, Umair ul Hassan, Muhammad Asad Khan, Shafiq Alam, Imdadullah Khan
Efficient Data Analytics on Augmented Similarity Triplets. Big Data (2022)
Muhammad Ahmad, Saima Sadiq, Alá Abdulmajid Eshmawi, Ala Saleh D. Alluhaidan, Muhammad Umer, Saleem Ullah, Michele Nappi
Industry 4.0 technologies and their applications in fighting COVID-19 pandemic using deep learning techniques. Comput. Biol. Medicine 145 (2022)
Haseeb Hassan, Ali Kashif Bashir, Muhammad Ahmad, Varun G. Menon, Imran Uddin Afridi, Raheel Nawaz, Bin Luo
Real-time image dehazing by superpixels segmentation and guidance filter. J. Real Time Image Process. 18 (5) (2021)
Maheen Zulfiqar, Muhammad Ahmad, Ahmed Sohaib, Manuel Mazzara, Salvatore Distefano
Hyperspectral Imaging for Bloodstain Identification. Sensors 21 (9) (2021)
Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano
Regularized CNN Feature Hierarchy for Hyperspectral Image Classification. Remote. Sens. 13 (12) (2021)
Swati Megha, Hamza Salem, Enes Ayan, Manuel Mazzara, Hamna Aslam, Mirko Farina, Mohammad Reza Bahrami, Muhammad Ahmad
Survey on Blockchain Applications for Healthcare: Reflections and Challenges. AINA (3) (2021)
Asad Khan, Sakander Hayat, Muhammad Ahmad, Jinde Cao, Muhammad Faizan Tahir, Asad Ullah, Muhammad Sufyan Javed
Learning-detailed 3D face reconstruction based on convolutional neural networks from a single image. Neural Comput. Appl. 33 (11) (2021)
Hamail Ayaz, Muhammad Ahmad, David Tormey, Ian McLoughlin, Saritha Unnikrishnan
A Hybrid Deep Model for Brain Tumor Classification. MICAD (2021)
Muhammad Ahmad, Qaiser Riaz, Muhammad Zeeshan Ul Hasnain Hashmi, Hasan Tahir, Syed Ali Haider, Muhammad Safeer Khan
Intrusion detection in internet of things using supervised machine learning based on application and transport layer features using UNSW-NB15 data-set. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Muhammad Ahmad, Maham Anwar Beg, Imdadullah Khan, Arif Zaman, Muhammad Asad Khan
SsAG: Summarization and sparsification of Attributed Graphs. CoRR (2021)
Muhammad Hussain Khan, Zainab Saleem, Muhammad Ahmad, Ahmed Sohaib, Hamail Ayaz, Manuel Mazzara, Rana Aamir Raza
Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants. Neural Comput. Appl. 33 (21) (2021)
Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano
3D/2D regularized CNN feature hierarchy for Hyperspectral image classification. CoRR (2021)
Muhammad Ahmad, Sidrah Shabbir, Rana Aamir Raza, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan
Hyperspectral Image Classification: Artifacts of Dimension Reduction on Hybrid CNN. CoRR (2021)
Sidrah Shabbir, Muhammad Ahmad
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects. CoRR (2021)
Furqan Rustam, Arif Mehmood, Saleem Ullah, Muhammad Ahmad, Dost Muhammad Khan, Gyu Sang Choi, Byung-Won On
Predicting pulsar stars using a random tree boosting voting classifier (RTB-VC). Astron. Comput. 32 (2020)
Muhammad Ahmad
A Fast 3D CNN for Hyperspectral Image Classification. CoRR (2020)
Muhammad Ahmad
Fuzziness-based Spatial-Spectral Class Discriminant Information Preserving Active Learning for Hyperspectral Image Classification. CoRR (2020)
Zainab Saleem, Muhammad Hussain Khan, Muhammad Ahmad, Ahmed Sohaib, Hamail Ayaz, Manuel Mazzara
Prediction of Microbial Spoilage and Shelf-Life of Bakery Products Through Hyperspectral Imaging. IEEE Access 8 (2020)
Shazia Maqsood, Abdul Shahid, Fakhra Nazar, Muhammad Asif, Muhammad Ahmad, Manuel Mazzara
C-POS: A Context-Aware Adaptive Part-of-Speech Language Learning Framework. IEEE Access 8 (2020)
Raul Masu, Paulo Bala, Muhammad Ahmad, Nuno N. Correia, Valentina Nisi, Nuno Nunes, Teresa Romão
VR Open Scores: Scores as Inspiration for VR Scenarios. NIME (2020)
Osama Sohaib, Walayat Hussain, Muhammad Asif, Muhammad Ahmad, Manuel Mazzara
A PLS-SEM Neural Network Approach for Understanding Cryptocurrency Adoption. IEEE Access 8 (2020)
Muhammad Ahmad, Naeem Ameen, Zohaib Zahid, Sohail Zafar
Computing edge version of metric and double metric dimensions of Kayak paddle graphs. Discret. Math. Algorithms Appl. 12 (5) (2020)
Muhammad Ahmad, Sarwan Ali, Juvaria Tariq, Imdadullah Khan, Mudassir Shabbir, Arif Zaman
Combinatorial trace method for network immunization. Inf. Sci. 519 (2020)
Muhammad Umer, Saima Sadiq, Muhammad Ahmad, Saleem Ullah, Gyu Sang Choi, Arif Mehmood
A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images. IEEE Access 8 (2020)
Zainab Imtiaz, Muhammad Umer, Muhammad Ahmad, Saleem Ullah, Gyu Sang Choi, Arif Mehmood
Duplicate Questions Pair Detection Using Siamese MaLSTM. IEEE Access 8 (2020)
Furqan Rustam, Arif Mehmood, Muhammad Ahmad, Saleem Ullah, Dost Muhammad Khan, Gyu Sang Choi
Classification of Shopify App User Reviews Using Novel Multi Text Features. IEEE Access 8 (2020)
Ming Yuan, Muhammad Ahmad, Vikas Kumar, Ankur Teredesai
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare. AI4SG@AAAI Fall Symposium (2020)
Muhammad Ahmad, Sarwan Ali, Juvaria Tariq, Imdadullah Khan, Mudassir Shabbir, Arif Zaman
Combinatorial Trace Method for Network Immunization. CoRR (2019)
Manuel Mazzara, Ilya Afanasyev, Smruti R. Sarangi, Salvatore Distefano, Vivek Kumar, Muhammad Ahmad
A Reference Architecture for Smart and Software-Defined Buildings. SMARTCOMP (2019)
Muhammad Ahmad, Asad Khan, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Ahmed Sohaib, Omar Nibouche
Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images. Remote. Sens. 11 (9) (2019)
Antonio Capizzi, Salvatore Distefano, Manuel Mazzara, Luiz Jonata Pires de Araujo, Muhammad Ahmad, Evgeny Bobrov
Anomaly Detection in DevOps Toolchain. CoRR (2019)
Taimoor Shakeel Sheikh, Adil Khan, Muhammad Fahim, Muhammad Ahmad
Synthesizing Data Using Variational Autoencoders for Handling Class Imbalanced Deep Learning. AIST (Supplement) (2019)
Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Amjad Ali, Ali Tufail
Extended sammon projection and wavelet kernel extreme learning machine for gait-based legitimate user identification. SAC (2019)
Muhammad Ahmad, Muhammad Haroon Shakeel, Sarwan Ali, Imdadullah Khan, Arif Zaman, Asim Karim
Efficient Data Analytics on Augmented Similarity Triplets. CoRR (2019)
Muhammad Awais, Tanzila Samin, Muhammad Awais Gulzar, Hanan Aljuaid, Muhammad Ahmad, Manuel Mazzara
User Acceptance of HUMP-Model: The Role of E-Mavenism and Polychronicity. IEEE Access 7 (2019)
Antonio Capizzi, Salvatore Distefano, Luiz Jonata Pires de Araujo, Manuel Mazzara, Muhammad Ahmad, Evgeny Bobrov
Anomaly Detection in DevOps Toolchain. DEVOPS (2019)
Carly Eckert, Neris Nieves-Robbins, Elena Spieker, Tom Louwers, David Hazel, James Marquardt, Keith Solveson, Anam Zahid, Muhammad Ahmad, Richard Barnhill, T. Greg McKelvey, Robert Marshall, Eric A. Shry, Ankur Teredesai
Development and Prospective Validation of a Machine Learning-Based Risk of Readmission Model in a Large Military Hospital. Appl. Clin. Inform. 10 (02) (2019)
Muhammad Ahmad, Poom Kumam, Zahir Shah, Ali Farooq, Rashid Nawaz, Abdullah Dawar, Saeed Islam, Phatiphat Thounthong
Darcy-Forchheimer MHD Couple Stress 3D Nanofluid over an Exponentially Stretching Sheet through Cattaneo-Christov Convective Heat Flux with Zero Nanoparticles Mass Flux Conditions. Entropy 21 (9) (2019)
Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano
Multi-layer Extreme Learning Machine-based Autoencoder for Hyperspectral Image Classification. VISIGRAPP (4: VISAPP) (2019)
Asad Khan, Muhammad Ahmad, Nuzhat Naqvi, Faisal Yousafzai, Jing Xiao
Photographic painting style transfer using convolutional neural networks. Multim. Tools Appl. 78 (14) (2019)
Muhammad Ahmad, Asim Ali Khan, Muhammad Amin, Hafiz M. Asif, Sobia Baig
Ground plane impact on quadrifilar helix antenna performance with respect to deployment heights. Int. J. Commun. Syst. 32 (14) (2019)
Muhammad Hussain Khan, Zainab Saleem, Muhammad Ahmad, Ahmed Sohaib, Hamail Ayaz
Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification. CoRR (2019)
Maham Anwar Beg, Muhammad Ahmad, Arif Zaman, Imdadullah Khan
Scalable Approximation Algorithm for Graph Summarization. CoRR (2018)
Bulat Saifullin, Rasheed Hussain, Ali Abdulmadzidov, JooYoung Lee, Adil Mehmood Khan, Muhammad Ahmad
Analysis of Android Camera Spoofing Techniques. SNPD (2018)
Stanislav Protasov, Adil Mehmood Khan, Konstantin Sozykin, Muhammad Ahmad
Using deep features for video scene detection and annotation. Signal Image Video Process. 12 (5) (2018)
Maham Anwar Beg, Muhammad Ahmad, Arif Zaman, Imdadullah Khan
Scalable Approximation Algorithm for Graph Summarization. PAKDD (3) (2018)
Muhammad Ahmad, Mohammed A. Alqarni, Asad Khan, Adil Khan, Sajjad Hussain Chauhdary, Manuel Mazzara, Tariq Umer, Salvatore Distefano
Smartwatch-Based Legitimate User Identification for Cloud-Based Secure Services. Mob. Inf. Syst. 2018 (2018)
Muhammad Ahmad, Adil Mehmood Khan
Seeking Optimum System Settings for Physical Activity Recognition on Smartwatches. CoRR (2017)
Muhammad Ahmad, Juvaria Tariq, Mudassir Shabbir, Imdadullah Khan
Spectral Methods for Immunization of Large Networks. CoRR (2017)
Muhammad Ahmad, Adil Mehmood Khan
Extended Sammon Projection and Wavelet Kernel Extreme Learning Machine for Gait-Based Legitimate User Identification on Smartphones. CoRR (2017)
Juvaria Tariq, Muhammad Ahmad, Imdadullah Khan, Mudassir Shabbir
Scalable Approximation Algorithm for Network Immunization. CoRR (2017)
Muhammad Ahmad, Juvaria Tariq, Mudassir Shabbir, Imdadullah Khan
Spectral Methods for Immunization of Large Networks. Australas. J. Inf. Syst. 21 (2017)
Muhammad Ahmad, Stanislav Protasov, Adil Mehmood Khan
Hyperspectral Band Selection Using Unsupervised Non-Linear Deep Auto Encoder to Train External Classifiers. CoRR (2017)
Muhammad Ahmad, Adil Mehmood Khan, Rasheed Hussain
Graph-based spatial-spectral feature learning for hyperspectral image classification. IET Image Process. 11 (12) (2017)
Juvaria Tariq, Muhammad Ahmad, Imdadullah Khan, Mudassir Shabbir
Scalable Approximation Algorithm for Network Immunization. PACIS (2017)
Muhammad Ahmad, Adil Mehmood Khan, Rasheed Hussain, Stanislav Protasov, Francis Chow, Asad Masood Khattak
Unsupervised geometrical feature learning from hyperspectral data. SSCI (2016)
Muhammad Ahmad, Adil Mehmood Khan, Joseph Alexander Brown, Stanislav Protasov, Asad Masood Khattak
Gait fingerprinting-based user identification on smartphones. IJCNN (2016)
Ali Daud, Muhammad Ahmad, M. S. I. Malik, Dunren Che
Using machine learning techniques for rising star prediction in co-author network. Scientometrics 102 (2) (2015)
Muhammad Ahmad, Osman Hasan
Formal Verification of Steady-State Errors in Unity-Feedback Control Systems. FMICS (2014)
Azman Ta'a, Mohd Syazwan Abdullah, Abdul Bashah Mat Ali, Muhammad Ahmad
Themes-based classification for Al-Quran knowledge ontology. ICTC (2014)
Osman Hasan, Muhammad Ahmad
Formal analysis of steady state errors in feedback control systems using HOL-light. DATE (2013)
Sardar Ali, Hassan Khan, Muhammad Ahmad, Syed Ali Khayam
Progressive Differential Thresholding for Network Anomaly Detection. ICC (2011)