MM
Manuel Mazzara
cs.SEcs.CVcs.CYcs.AIcs.PLeess.IVcs.CRcs.LGcs.SIcs.FL
On Valency
published · living versionsW_gu2dpgym·v1 · currentpublished
Anchored Rank-Adversarial Fine-Tuning Pretrained Visual Place Recognition Models
with Mostafa Kira, Bader Rasheed
1 version
W_arscu7rs·v1published
Preprints & journals
108 papers in the corpus · 2010–2026See the Future, Classify the Present: Stochastic Latent World Modeling for Hyperspectral Images2610.25781v1 · Muhammad Ahmad, Gemine Vivone, Ronny Hansch et al.2026 · 0 citationsarXivon Valency
What Counts as a Mistake? Annotating Recitation Events in Quran Memorization Transcripts2609.12085v1 · Mohamad Al Mdfaa, Nursultan Askarbekuly, Ahmed Helaly et al.2026 · 0 citationsarXiv
Autoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation Data2607.18064v2 · Nursultan Askarbekuly, Mohamad Al Mdfaa, Ahmed Helaly et al.2026 · 0 citationsarXiv
LogNEO: A GPT-Neo Reinforcement Learning Framework for Accurate Real-Time Log Anomaly Detection2606.08153v1 · David Eje, Tanmay Sharma, Khush Patel et al.2026 · 0 citationsarXiv
Cosine-Normalized Attention for Hyperspectral Image Classification2604.01763v1 · Muhammad Ahmad, Manuel Mazzara2026 · 0 citationsarXiv
PolicyMamba: Localized Policy Attention With State Space Model for Land Cover Classification.40694450 · Ahmad, Muhammad, Mazzara, Manuel, Distefano, Salvatore et al.2025 · 11 citationsIEEE transactions on neural networks and learning systems. 2025;36(10):17814-17825
EnergyFormer: Energy Attention with Fourier Embedding for Hyperspectral Image Classification2503.08239v1 · Saad Sohail, Muhammad Usama, Usman Ghous et al.2025 · 2 citations10.1109/LGRS.2025.3596629
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification2502.06427v1 · Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama et al.2025 · 2 citationsarXiv
DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification2412.17350v1 · Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano et al.2024 · 27 citations10.1109/JSTARS.2025.3558889
Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification2411.18115v2 · Muhammad Ahmad, Francesco Mauro, Manuel Mazzara et al.2024 · 8 citations10.1109/JSTARS.2025.3594108
Unified extractive-abstractive summarization: a hybrid approach utilizing BERT and transformer models for enhanced document summarization.39917410 · S, Divya, N, Sripriya, Andrew, J et al.2025 · 7 citationsPeerJ. Computer science. 2024;10:e2424
Hidden Risks: The Centralization of NFT Metadata and What It Means for the Market2408.13281v1 · Hamza Salem, Manuel Mazzara2024 · 4 citationsarXiv
Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification2408.01224v3 · Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama et al.2024 · 25 citationsarXiv
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification2408.01231v2 · Muhammad Ahmad, Muhammad Usama, Manuel Mazzara et al.2024 · 56 citationsarXiv
Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification2408.01372v3 · Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Adil Mehmood Khan et al.2024 · 66 citationsarXiv
Quranic Audio Dataset: Crowdsourced and Labeled Recitation from Non-Arabic Speakers2405.02675v1 · Raghad Salameh, Mohamad Al Mdfaa, Nursultan Askarbekuly et al.2024 · 1 citationarXiv
Transformers Fusion across Disjoint Samples for Hyperspectral Image Classification2405.01095v1 · Muhammad Ahmad, Manuel Mazzara, Salvatore Distifano2024 · 13 citationsarXiv
Importance of Disjoint Sampling in Conventional and Transformer Models for Hyperspectral Image Classification2404.14944v1 · Muhammad Ahmad, Manuel Mazzara, Salvatore Distifano2024 · 2 citationsarXiv
Pyramid Hierarchical Transformer for Hyperspectral Image Classification2404.14945v1 · Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Manuel Mazzara et al.2024 · 40 citationsarXiv
A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models2404.14955v4 · Muhammad Ahmad, Salvatore Distifano, Adil Mehmood Khan et al.2024 · 106 citationsarXiv
GIT-Net: An Ensemble Deep Learning-Based GI Tract Classification of Endoscopic Images.37508836 · Gunasekaran, Hemalatha, Ramalakshmi, Krishnamoorthi, Swaminathan, Deepa Kanmani et al.2023 · 65 citationsBioengineering (Basel, Switzerland). 2023;10(7)
From Twitter to Aso-Rock: A sentiment analysis framework for understanding Nigeria 2023 presidential election.37215756 · Olabanjo, Olusola, Wusu, Ashiribo, Afisi, Oseni et al.2023 · 25 citationsHeliyon. 2023;9(5):e16085
Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification2201.01001v1 · Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara et al.2022 · 2 citationsarXiv
Special Issue on New Paradigms of Software Production and Deployment.35039804 · Capozucca, Alfredo, Bruel, Jean-Michel, Mazzara, Manuel et al.2022 · 1 citationSN computer science. 2022;3(2):132
Attention Autoencoder for Generative Latent Representational Learning in Anomaly Detection.35009666 · Oluwasanmi, Ariyo, Aftab, Muhammad Umar, Baagyere, Edward et al.2022 · 43 citationsSensors (Basel, Switzerland). 2021;22(1)
Hyperspectral Imaging for Bloodstain Identification.33925330 · Zulfiqar, Maheen, Ahmad, Muhammad, Sohaib, Ahmed et al.2021 · 59 citationsSensors (Basel, Switzerland). 2021;21(9)
3D/2D regularized CNN feature hierarchy for Hyperspectral image classification2104.12136v1 · Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano2021 · 1 citationarXiv
Hyperspectral Image Classification: Artifacts of Dimension Reduction on Hybrid CNN2101.10532v1 · Muhammad Ahmad, Sidrah Shabbir, Rana Aamir Raza et al.2021 · 15 citations2021
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects2101.06116v3 · Muhammad Ahmad, Sidrah Shabbir, Swalpa Kumar Roy et al.2021 · 448 citationsarXiv
A Hybrid Unsupervised Approach for Retinal Vessel Segmentation.33381585 · Khan, Khan Bahadar, Siddique, Muhammad Shahbaz, Ahmad, Muhammad et al.2021 · 46 citationsBioMed research international. 2020;2020:8365783
Code Review in the Classroom2004.08774v1 · Victor Rivera, Hamna Aslam, Alexandr Naumchev et al.2020 · 1 citationarXiv
Machine Learning and value generation in Software Development: a survey2001.08980v1 · Barakat. J. Akinsanya, Luiz J.P. Ara'ujo, Mariia Charikova et al.2020 · 66 citationsarXiv
A survey of of blockchain-based solutions for Energy Industry1911.10509v2 · Swati Megha, Joseph Lamptey, Hamza Salem et al.2019 · 7 citationsarXiv
A Machine to Machine framework for the charging of Electric Autonomous Vehicles1911.03746v1 · Ziyad Elbanna, Ilya Afanasyev, Luiz J.P. Araujo et al.2019 · 0 citationsarXiv
The role of formalism in system requirements (full version)1911.02564v6 · Jean-Michel Bruel, Sophie Ebersold, Florian Galinier et al.2019 · 5 citationsarXiv
From DevOps to DevDataOps: Data Management in DevOps processes1910.03066v1 · Antonio Capizzi, Salvatore Distefano, Manuel Mazzara2019 · 27 citationsarXiv
Anomaly Detection in DevOps Toolchain1909.12682v1 · Antonio Capizzi, Salvatore Distefano, Manuel Mazzara et al.2019 · 9 citationsarXiv
Towards the Internet of Robotic Things: Analysis, Architecture, Components and Challenges1907.03817v2 · Ilya Afanasyev, Manuel Mazzara, Subham Chakraborty et al.2019 · 73 citationsarXiv
Towards A Broader Acceptance Of Formal Verification Tools: The Role Of Education1906.01430v1 · Mansur Khazeev, Manuel Mazzara, Daniel De Carvalho et al.2019 · 0 citationsarXiv
DevOps and its Philosophy : Education Matters!1904.02469v1 · Evgeny Bobrov, Antonio Bucchiarone, Alfredo Capozucca et al.2019 · 21 citationsarXiv
Size Matters: Microservices Research and Applications1904.03027v1 · Manuel Mazzara, Antonio Bucchiarone, Nicola Dragoni et al.2019 · 12 citationsarXiv
Teaching DevOps in academia and industry: reflections and vision1903.07468v1 · Evgeny Bobrov, Antonio Bucchiarone, Alfredo Capozucca et al.2019 · 31 citationsarXiv
A Reference Architecture for Smart and Software-defined Buildings1902.09464v1 · Manuel Mazzara, Ilya Afanasyev, Smruti R. Sarangi et al.2019 · 23 citationsarXiv
Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications1902.03825v4 · Vivek Kumar, Brojo Kishore Mishra, Manuel Mazzara et al.2019 · 0 citationsarXiv
Expressing Trust with Temporal Frequency of User Interaction in Online Communities1903.05981v1 · Ekaterina Yashkina, Arseny Pinigin, JooYoung Lee et al.2019 · 6 citationsarXiv
Cyber-Storms Come from Clouds: Security of Cloud Computing in the IoT Era1902.10071v1 · Michele De Donno, Juxhino Kavaja, Nicola Dragoni et al.2019 · 55 citationsarXiv
A Conjoint Application of Data Mining Techniques for Analysis of Global Terrorist Attacks -- Prevention and Prediction for Combating Terrorism1901.06483v3 · Vivek Kumar, Manuel Mazzara, Maj. Gen. (Rtd.) Angelo Messina et al.2019 · 6 citationsarXiv
Stance Prediction for Russian: Data and Analysis1809.01574v2 · Nikita Lozhnikov, Leon Derczynski, Manuel Mazzara2018 · 29 citationsarXiv
Teaching DevOps in Corporate Environments: An experience report1807.01632v2 · Manuel Mazzara, Alexandr Naumchev, Larisa Safina et al.2018 · 7 citationsarXiv
On M2M Micropayments : A Case Study of Electric Autonomous Vehicles1804.08964v2 · Dragos Strugar, Rasheed Hussain, Manuel Mazzara et al.2018 · 7 citationsarXiv
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