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2020 – today
- 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) - [c72]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 - [c71]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 - [c70]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) 2023: 207-226 - [i50]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) - [i49]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) - 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]Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. IJCNN 2020: 1-8 - [c44]Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. IJCNN 2020: 1-7 - [c43]Ferdinand Küsters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel:
Conceptual Explanations of Neural Network Prediction for Time Series. IJCNN 2020: 1-6 - [c42]Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN 2020: 1-10 - [c41]Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Interpreting Deep Models through the Lens of Data. IJCNN 2020: 1-8 - [i30]Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Sheraz Ahmed, Waqar Mahmood, Andreas Dengel:
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification. CoRR abs/2003.01345 (2020) - [i29]Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSInsight: A local-global attribution framework for interpretability in time-series data. CoRR abs/2004.02958 (2020) - [i28]Mateus Dias Ribeiro, Abdul Rehman, Sheraz Ahmed, Andreas Dengel:
DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks. CoRR abs/2004.08826 (2020) - [i27]Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN. CoRR abs/2005.01181 (2020) - [i26]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Explaining AI-based Decision Support Systems using Concept Localization Maps. CoRR abs/2005.01399 (2020) - [i25]Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR abs/2005.02000 (2020) - [i24]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
P2ExNet: Patch-based Prototype Explanation Network. CoRR abs/2005.02006 (2020) - [i23]Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Interpreting Deep Models through the Lens of Data. CoRR abs/2005.03442 (2020) - [i22]Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed:
ImpactCite: An XLNet-based method for Citation Impact Analysis. CoRR abs/2005.06611 (2020) - [i21]Sebastian Baumbach, Jahanzeb Khan, Sheraz Ahmed, Andreas Dengel:
QuViS - The Question of Visual Site Selection. CoRR abs/2005.12375 (2020) - [i20]Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. CoRR abs/2005.14284 (2020) - [i19]Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed:
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. CoRR abs/2005.14308 (2020) - [i18]Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. CoRR abs/2006.09158 (2020) - [i17]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Benchmarking adversarial attacks and defenses for time-series data. CoRR abs/2008.13261 (2020) - [i16]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems. CoRR abs/2011.13169 (2020) - [i15]Vinu Joseph, Shoaib Ahmed Siddiqui, Aditya Bhaskara, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Sheraz Ahmed, Andreas Dengel:
Reliable Model Compression via Label-Preservation-Aware Loss Functions. CoRR abs/2012.01604 (2020)
2010 – 2019
- 2019
- [j11]Mohsin Munir, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series. IEEE Access 7: 1991-2005 (2019) - [j10]Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN. IEEE Access 7: 63868-63880 (2019) - [j9]Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. IEEE Access 7: 67027-67040 (2019) - [j8]Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19(1): 136:1-136:16 (2019) - [j7]Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19(1): 153:1 (2019) - [j6]Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed:
FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models. Sensors 19(11): 2451 (2019) - [c40]Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed:
KINN: Incorporating Expert Knowledge in Neural Networks. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2019 - [c39]Mohammad Al-Naser, Shoaib Ahmed Siddiqui, Hiroki Ohashi, Sheraz Ahmed, Nakamura Katsuyki, Takuto Sato, Andreas Dengel:
OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. DICTA 2019: 1-8 - [c38]Syed Tahseen Raza Rizvi, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. DICTA 2019: 1-8 - [c37]Junaid Younas, Syed Tahseen Raza Rizvi, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed:
FFD: Figure and Formula Detection from Document Images. DICTA 2019: 1-7 - [c36]Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. ICANN (Workshop) 2019: 426-439 - [c35]Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Mohsin Munir, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed:
DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. ICANN (2) 2019: 639-651 - [c34]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. ICDAR 2019: 1390-1396 - [c33]Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Rethinking Semantic Segmentation for Table Structure Recognition in Documents. ICDAR 2019: 1397-1402 - [c32]