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2020 – today
- 2024
[j43]Saifullah Saifullah
, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. IEEE Access 12: 103537-103564 (2024)- [j42]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
From private to public: benchmarking GANs in the context of private time series classification. Appl. Intell. 54(20): 9607-9621 (2024) - [j41]Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Sheraz Ahmed, Andreas Dengel:
CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder. Comput. Biol. Medicine 176: 108538 (2024) - [j40]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXclassifier: towards a robust and interpretable deep neural network for document image classification. Int. J. Document Anal. Recognit. 27(3): 447-473 (2024) - [j39]Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Towards privacy preserved document image classification: a comprehensive benchmark. Int. J. Document Anal. Recognit. 27(3): 475-499 (2024) - [c85]Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed:
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. ICAART (3) 2024: 673-680 - [c84]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. ICAART (3) 2024: 832-839 - [c83]Nabeel Khalid, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images. ICANN (8) 2024: 215-229 - [c82]Fabian Schmeisser, Andreas Dengel, Sheraz Ahmed:
Point-Based Weakly Supervised 2.5D Cell Segmentation. ICANN (8) 2024: 343-358 - [c81]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. ICDAR (4) 2024: 103-123 - [c80]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. ICDAR (5) 2024: 368-383 - [c79]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. ICDAR (2) 2024: 429-444 - [c78]Nabeel Khalid, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
Bounding Box Is All You Need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations. MIUA (1) 2024: 314-328 - [c77]Nabeel Khalid, Mohammadmahdi Koochali, Duway Nicolas Lesmes Leon, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
CellGenie: An End-to-End Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images. MIUA (1) 2024: 387-401 - [c76]Fabian Schmeisser, Céline Thomann, Emma Petiot, Gillian Lovell, Maria Caroprese, Andreas Dengel, Sheraz Ahmed:
A Line Is All You Need: Weak Supervision for 2.5D Cell Segmentation. MIUA (1) 2024: 402-416 - [i60]Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed:
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. CoRR abs/2404.10356 (2024) - [i59]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning. CoRR abs/2405.01597 (2024) - [i58]Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed:
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR abs/2405.04252 (2024) - [i57]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR abs/2407.03830 (2024) - [i56]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR abs/2407.15608 (2024) - [i55]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. CoRR abs/2408.09800 (2024) - 2023
- [j38]Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Quantifying quality of class-conditional generative models in time series domain. Appl. Intell. 53(20): 24530-24550 (2023) - [j37]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Ahtisham Fazeel, Andreas Dengel, Sheraz Ahmed:
DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method. Briefings Bioinform. 24(1) (2023) - [j36]Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI. Frontiers Bioinform. 3 (2023) - [j35]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Analyzing the potential of active learning for document image classification. Int. J. Document Anal. Recognit. 26(3): 187-209 (2023) - [j34]Ahmad Mustafid, Junaid Younas, Paul Lukowicz, Sheraz Ahmed:
IAMonSense: multi-level handwriting classification using spatiotemporal information. Int. J. Document Anal. Recognit. 26(3): 303-319 (2023) - [j33]Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel:
ACE 2.0: A Comprehensive tool for automatic extraction, analysis, and digital profiling of the researchers in Scientific Communities. Soc. Netw. Anal. Min. 13(1): 81 (2023) - [j32]Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Performance Comparison of Transformer-Based Models on Twitter Health Mention Classification. IEEE Trans. Comput. Soc. Syst. 10(3): 1140-1149 (2023) - [c75]Ahtisham Fazeel, Areeb Agha, Andreas Dengel, Sheraz Ahmed:
NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture for Multiple Species. BIOINFORMATICS 2023: 175-187 - [c74]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. ICAART (3) 2023: 457-465 - [c73]Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. ICANN (6) 2023: 206-217 - [c72]Nabeel Khalid, Tiago Comassetto Fróes, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis. ICANN (2) 2023: 545-557 - [c71]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) 2023: 207-226 - [c70]Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops. ISBRA 2023: 72-84 - [d5]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.1). Zenodo, 2023
- [d4]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.2). Zenodo, 2023 - [d3]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.3). Zenodo, 2023 - [d2]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.4). Zenodo, 2023 - [i54]Amin E. Bakhshipour, Alireza Koochali, Ulrich Dittmer, Ali Haghighi, Sheraz Ahmed, Andreas Dengel:
A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction. CoRR abs/2301.13733 (2023) - [i53]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification. CoRR abs/2303.15916 (2023) - [i52]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR abs/2310.03777 (2023) - [i51]Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed:
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. CoRR abs/2310.19057 (2023) - [i50]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. CoRR abs/2311.00154 (2023) - [i49]Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
Class Conditional Time Series Generation with Structured Noise Space GAN. CoRR abs/2312.12946 (2023) - 2022
- [j31]Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Improving Health Mention Classification of Social Media Content Using Contrastive Adversarial Training. IEEE Access 10: 87900-87910 (2022) - [j30]Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. Comput. Methods Programs Biomed. 215: 106620 (2022) - [j29]Shishir Muralidhara, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. Health Inf. Sci. Syst. 10(1): 21 (2022) - [j28]Marco Stricker, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed:
CircNet: an encoder-decoder-based convolution neural network (CNN) for circular RNA identification. Neural Comput. Appl. 34(14): 11441-11452 (2022) - [j27]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TimeREISE: Time Series Randomized Evolving Input Sample Explanation. Sensors 22(11): 4084 (2022) - [j26]Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts 12: 100286 (2022) - [j25]Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. IEEE Trans. Ind. Informatics 18(11): 7834-7842 (2022) - [c69]Nabeel Khalid, Mohammadmahdi Koochali, Vikas Rajashekar, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation. BHI 2022: 1-4 - [c68]Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed:
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. ICAART (2) 2022: 562-573 - [c67]Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. ICANN (2) 2022: 136-147 - [c66]Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. ICPR 2022: 1628-1635 - [c65]Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. MIUA 2022: 46-61 - [c64]Nabeel Khalid, Fabian Schmeisser, Mohammadmahdi Koochali, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation. MIUA 2022: 139-153 - [p1]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen. Künstliche Intelligenz im Gesundheitswesen 2022: 727-754 - [d1]Christoph Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek:
FiN: A Smart Grid and Powerline Communication Dataset. Zenodo, 2022 - [i48]Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions. CoRR abs/2201.01249 (2022) - [i47]Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability. CoRR abs/2201.08671 (2022) - [i46]Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed:
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods. CoRR abs/2202.03759 (2022) - [i45]Muhammad Ali Chattha, Ludger van Elst, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting. CoRR abs/2202.03903 (2022) - [i44]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TimeREISE: Time-series Randomized Evolving Input Sample Explanation. CoRR abs/2202.07952 (2022) - [i43]Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel:
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis. CoRR abs/2202.10884 (2022) - [i42]Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training. CoRR abs/2203.01895 (2022) - [i41]Christoph Peter Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek:
FiN: A Smart Grid and Power Line Communication Dataset. CoRR abs/2204.06336 (2022) - [i40]Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. CoRR abs/2204.06337 (2022) - [i39]Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. CoRR abs/2206.06466 (2022) - [i38]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. CoRR abs/2209.12693 (2022) - [i37]Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain. CoRR abs/2210.07617 (2022) - [i36]Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR abs/2211.04110 (2022) - 2021
- [j24]Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access 9: 19379-19390 (2021) - [j23]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Self-Supervised Representation Learning for Document Image Classification. IEEE Access 9: 164358-164367 (2021) - [j22]Junaid Younas, Muhammad Imran Malik, Sheraz Ahmed, Faisal Shafait, Paul Lukowicz:
Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph). Expert Syst. Appl. 172: 114588 (2021) - [j21]Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(6): 2157 (2021) - [j20]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(11): 5437-5469 (2021) - [j19]Yuchen Zheng, Brian Kenji Iwana, Muhammad Imran Malik, Sheraz Ahmed, Wataru Ohyama, Seiichi Uchida:
Learning the micro deformations by max-pooling for offline signature verification. Pattern Recognit. 118: 108008 (2021) - [j18]Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. Sensors 21(21): 7373 (2021) - [j17]Jun Jason Zhang, Fei-Yue Wang, Yong Yuan, Guandong Xu, Huan Liu, Wei Gao, Shoaib Jameel, Imran Razzak, Peter W. Eklund, Sheraz Ahmed, Rui Qin, Juanjuan Li, Xiao Wang, De-Nian Yang, Damla Turgut, Abderrahim Benslimane, Neeli Prasad, Kwang-Cheng Chen:
Guest Editorial Computational Social Systems for COVID-19 Emergency Management and Beyond. IEEE Trans. Comput. Soc. Syst. 8(4): 928-929 (2021) - [c63]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. BHI 2021: 1-4 - [c62]Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images. BHI 2021: 1-4 - [c61]Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel:
Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. ICAART (Revised Selected Papers) 2021: 113-134 - [c60]Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed:
ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. ICAART (2) 2021: 159-168 - [c59]Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel:
XAI Handbook: Towards a Unified Framework for Explainable AI. ICCVW 2021: 3759-3768 - [c58]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Understanding and Mitigating the Impact of Model Compression for Document Image Classification. ICDAR (1) 2021: 147-159 - [c57]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Analyzing the Potential of Zero-Shot Recognition for Document Image Classification. ICDAR (4) 2021: 293-304 - [c56]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjögren, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework. IJCNN 2021: 1-8 - [c55]Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images. IJCNN 2021: 1-8 - [c54]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. IJCNN 2021: 1-8 - [c53]Antti Ihalainen, Sheraz Ahmed, Eero Pätäri:
Volatility Risk Premium and European Equity Index Returns. KNOWCON 2021: 19-28 - [i35]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. CoRR abs/2102.05917 (2021) - [i34]Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis. CoRR abs/2103.05112 (2021) - [i33]Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel:
XAI Handbook: Towards a Unified Framework for Explainable AI. CoRR abs/2105.06677 (2021) - [i32]Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction. CoRR abs/2106.07344 (2021) - [i31]Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. CoRR abs/2111.14838 (2021) - 2020
- [j16]Sheraz Ahmed, Muhammad Arif Shah, Karzan Wakil:
Blockchain as a Trust Builder in the Smart City Domain: A Systematic Literature Review. IEEE Access 8: 92977-92985 (2020) - [j15]Muhammad Naseer Bajwa, Suleman Khurram, Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks. IEEE Access 8: 115476-115485 (2020) - [j14]Jameel Malik, Ahmed Elhayek, Suparna Guha, Sheraz Ahmed, Amna Gillani, Didier Stricker:
DeepAirSig: End-to-End Deep Learning Based in-Air Signature Verification. IEEE Access 8: 195832-195843 (2020) - [j13]Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed:
A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction. IEEE Access 8: 217231-217245 (2020) - [j12]Adriano Lucieri, Huzaifa Sabir, Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel, Sheraz Ahmed:
Benchmarking Deep Learning Models for Classification of Book Covers. SN Comput. Sci. 1(3): 139 (2020) - [c52]Marc Beck, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed:
From Automatic Keyword Detection to Ontology-Based Topic Modeling. DAS 2020: 451-465 - [c51]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. ICONIP (3) 2020: 38-48 - [c50]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Explaining AI-Based Decision Support Systems Using Concept Localization Maps. ICONIP (4) 2020: 185-193 - [c49]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
P2ExNet: Patch-Based Prototype Explanation Network. ICONIP (3) 2020: 318-330 - [c48]Ghaith Bilbeisi, Sheraz Ahmed, Rupak Majumdar:
DeepEquaL: Deep Learning Based Mathematical Equation to Latex Generation. ICONIP (5) 2020: 324-332 - [c47]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Benchmarking Adversarial Attacks and Defenses for Time-Series Data. ICONIP (3) 2020: 544-554 - [c46]Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning. ICONIP (1) 2020: 776-785 - [c45]