Improved Automatic Analysis of Architectural Floor Plans. - Sheraz Ahmed; Marcus Liwicki; Markus Weber; Andreas Dengel 001 (ICDAR, 2011)

Text/Graphics Segmentation in Architectural Floor Plans. - Sheraz Ahmed; Markus Weber; Marcus Liwicki; Andreas Dengel 001 (ICDAR, 2011)

Extraction of Text Touching Graphics Using SURF. - Sheraz Ahmed; Marcus Liwicki; Andreas Dengel 001 (Document Analysis Systems, 2012)

Automatic Room Detection and Room Labeling from Architectural Floor Plans. - Sheraz Ahmed; Marcus Liwicki; Markus Weber; Andreas Dengel 001 (Document Analysis Systems, 2012)

A Signature Verification Framework for Digital Pen Applications. - Muhammad Imran Malik; Sheraz Ahmed; Andreas Dengel 001; Marcus Liwicki (Document Analysis Systems, 2012)

Signature Segmentation from Document Images. - Sheraz Ahmed; Muhammad Imran Malik; Marcus Liwicki; Andreas Dengel 001 (ICFHR, 2012)

Improved Contour-Based Corner Detection for Architectural Floor Plans. - Max Feltes; Sheraz Ahmed; Andreas Dengel 001; Marcus Liwicki (GREC, 2013)

Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval. - Sheraz Ahmed; Koichi Kise; Masakazu Iwamura; Marcus Liwicki; Andreas Dengel 001 (ICDAR, 2013)

A Generic Method for Stamp Segmentation Using Part-Based Features. - Sheraz Ahmed; Faisal Shafait; Marcus Liwicki; Andreas Dengel 001 (ICDAR, 2013)

FREAK for Real Time Forensic Signature Verification. - Muhammad Imran Malik; Sheraz Ahmed; Marcus Liwicki; Andreas Dengel 001 (ICDAR, 2013)

Statistical segmentation and structural recognition for floor plan interpretation - Notation invariant structural element recognition. - Lluís-Pere de las Heras; Sheraz Ahmed; Marcus Liwicki; Ernest Valveny; Gemma Sánchez (Int. J. Document Anal. Recognit., 2014)

Automatic analysis and sketch-based retrieval of architectural floor plans. - Sheraz Ahmed; Markus Weber; Marcus Liwicki; Christoph Langenhan; Andreas Dengel 001; Frank Petzold (Pattern Recognit. Lett., 2014)

ICDAR2015 competition on signature verification and writer identification for on- and off-line skilled forgeries (SigWIcomp2015). - Muhammad Imran Malik; Sheraz Ahmed; Angelo Marcelli; Umapada Pal 001; Michael Blumenstein; Linda Alewijnse; Marcus Liwicki (ICDAR, 2015)

Automatic Signature Segmentation Using Hyper-Spectral Imaging. - Umair Muneer Butt; Sheraz Ahmed; Faisal Shafait; Christian Nansen; Ajmal Saeed Mian; Muhammad Imran Malik (ICFHR, 2016)

A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents. - Sheraz Ahmed; Muhammad Imran Malik; Muhammad Zeshan Afzal; Koichi Kise; Masakazu Iwamura; Andreas Dengel 001; Marcus Liwicki (CoRR, 2016)

A Novel Approach for Data-Driven Automatic Site Recommendation and Selection. - Sebastian Baumbach; Frank Wittich; Florian Sachs; Sheraz Ahmed; Andreas Dengel 001 (CoRR, 2016)

A Generic Framework for Information Segmentation in Document Images: A part-based Approach. - Sheraz Ahmed (2016)

Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification. - Muhammad Zeshan Afzal; Andreas Kölsch; Sheraz Ahmed; Marcus Liwicki (ICDAR, 2017)

Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. - Akansha Bhardwaj; Dominique Mercier; Hisham Hashmi; Sheraz Ahmed; Andreas Dengel 001 (ICDAR, 2017)

AirScript - Creating Documents in Air. - Ayushman Dash; Amit Sahu; Rajveer Shringi; John Cristian Borges Gamboa; Muhammad Zeshan Afzal; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (ICDAR, 2017)

DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. - Sebastian Schreiber; Stefan Agne; Ivo Wolf; Andreas Dengel 001; Sheraz Ahmed (ICDAR, 2017)

D-StaR: A Generic Method for Stamp Segmentation from Document Images. - Junaid Younas; Muhammad Zeshan Afzal; Muhammad Imran Malik; Faisal Shafait; Paul Lukowicz; Sheraz Ahmed (ICDAR, 2017)

Pattern-Based Contextual Anomaly Detection in HVAC Systems. - Mohsin Munir; Steffen Erkel; Andreas Dengel 001; Sheraz Ahmed (ICDM Workshops, 2017)

DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. - Akansha Bhardwaj; Dominik Mercier; Andreas Dengel 001; Sheraz Ahmed (ICONIP (2), 2017)

TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network. - Ayushman Dash; John Cristian Borges Gamboa; Sheraz Ahmed; Marcus Liwicki; Muhammad Zeshan Afzal (CoRR, 2017)

Evaluating similarity measures for gaze patterns in the context of representational competence in physics education. - Saleh Mozaffari; Pascal Klein 002; Jouni Viiri; Sheraz Ahmed; Jochen Kuhn; Andreas Dengel 001 (ETRA, 2018)

Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors. - Mohammad Al-Naser; Hiroki Ohashi; Sheraz Ahmed; Katsuyuki Nakamura; Takayuki Akiyama; Takuto Sato; Phong Xuan Nguyen; Andreas Dengel 001 (ICAART (2), 2018)

Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning. - Sebastian Baumbach; Arun Bhatt; Sheraz Ahmed; Andreas Dengel 001 (ICAART (2), 2018)

SentiCite - An Approach for Publication Sentiment Analysis. - Dominique Mercier; Akansha Bhardwaj; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2018)

Ontology-based Information Extraction from Technical Documents. - Syed Tahseen Raza Rizvi; Dominique Mercier; Stefan Agne; Steffen Erkel; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2018)

What Am I Writing: Classification of On-Line Handwritten Sequences. - Junaid Younas; Stefan Fritsch; Gerald Pirkl; Sheraz Ahmed; Muhammad Imran Malik; Faisal Shafait; Paul Lukowicz (Intelligent Environments (Workshops), 2018)

Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph. - Anne Lauscher; Kai Eckert 001; Lukas Galke; Ansgar Scherp; Syed Tahseen Raza Rizvi; Sheraz Ahmed; Andreas Dengel 001; Philipp Zumstein; Annette Klein (JCDL, 2018)

DeCNT: Deep Deformable CNN for Table Detection. - Shoaib Ahmed Siddiqui; Muhammad Imran Malik; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2018)

3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor. - Jameel Malik; Ahmed Elhayek; Sheraz Ahmed; Faisal Shafait; Muhammad Imran Malik; Didier Stricker (Sensors, 2018)

Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. - Hiroki Ohashi; Mohammad Al-Naser; Sheraz Ahmed; Katsuyuki Nakamura; Takuto Sato; Andreas Dengel 001 (Sensors, 2018)

KINN: Incorporating Expert Knowledge in Neural Networks. - Muhammad Ali Chattha; Shoaib Ahmed Siddiqui; Muhammad Imran Malik; Ludger van Elst; Andreas Dengel 001; Sheraz Ahmed (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2019)

OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. - Mohammad Al-Naser; Shoaib Ahmed Siddiqui; Hiroki Ohashi; Sheraz Ahmed; Nakamura Katsuyki; Takuto Sato; Andreas Dengel 001 (DICTA, 2019)

Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. - Syed Tahseen Raza Rizvi; Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (DICTA, 2019)

FFD: Figure and Formula Detection from Document Images. - Junaid Younas; Syed Tahseen Raza Rizvi; Muhammad Imran Malik; Faisal Shafait; Paul Lukowicz; Sheraz Ahmed (DICTA, 2019)

DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. - Muhammad Ali Chattha; Shoaib Ahmed Siddiqui; Mohsin Munir; Muhammad Imran Malik; Ludger van Elst; Andreas Dengel 001; Sheraz Ahmed (ICANN (2), 2019)

TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. - Mohsin Munir; Shoaib Ahmed Siddiqui; Ferdinand Küsters; Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (ICANN (Workshop), 2019)

A Robust Hybrid Approach for Textual Document Classification. - Muhammad Nabeel Asim; Muhammad Usman Ghani Khan; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (ICDAR, 2019)

Two Stream Deep Network for Document Image Classification. - Muhammad Nabeel Asim; Muhammad Usman Ghani Khan; Muhammad Imran Malik; Khizar Razzaque; Andreas Dengel 001; Sheraz Ahmed (ICDAR, 2019)

DeepTabStR: Deep Learning based Table Structure Recognition. - Shoaib Ahmed Siddiqui; Imran Ali Fateh; Syed Tahseen Raza Rizvi; Andreas Dengel 001; Sheraz Ahmed (ICDAR, 2019)

Rethinking Semantic Segmentation for Table Structure Recognition in Documents. - Shoaib Ahmed Siddiqui; Pervaiz Iqbal Khan; Andreas Dengel 001; Sheraz Ahmed (ICDAR, 2019)

Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets. - Sebastian Baumbach; Christoph Rubel; Sheraz Ahmed; Andreas Dengel 001 (ICGDA, 2019)

A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data. - Mohsin Munir; Muhammad Ali Chattha; Andreas Dengel 001; Sheraz Ahmed (ICMLA, 2019)

Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. - Muhammad Naseer Bajwa; Yoshinobu Taniguchi; Muhammad Imran Malik; Wolfgang Neumeier; Andreas Dengel 001; Sheraz Ahmed (MIUA, 2019)

Quantifying Quality of Actions Using Wearable Sensor. - Mohammad Al-Naser; Takehiro Niikura; Sheraz Ahmed; Hiroki Ohashi; Takuto Sato; Mitsuhiro Okada; Katsuyuki Nakamura; Andreas Dengel 001 (AALTD@PKDD/ECML, 2019)

Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN. - Alireza Koochali; Peter Schichtel; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2019)

DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series. - Mohsin Munir; Shoaib Ahmed Siddiqui; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2019)

TSViz: Demystification of Deep Learning Models for Time-Series Analysis. - Shoaib Ahmed Siddiqui; Dominique Mercier; Mohsin Munir; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2019)

DeepBiRD: An Automatic Bibliographic Reference Detection Approach. - Syed Tahseen Raza Rizvi; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2019)

A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC). - Muhammad Nabeel Asim; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2019)

Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. - Muhammad Naseer Bajwa; Muhammad Imran Malik; Shoaib Ahmed Siddiqui; Andreas Dengel 001; Faisal Shafait; Wolfgang Neumeier; Sheraz Ahmed (BMC Medical Informatics Decis. Mak., 2019)

Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. - Muhammad Naseer Bajwa; Muhammad Imran Malik; Shoaib Ahmed Siddiqui; Andreas Dengel 001; Faisal Shafait; Wolfgang Neumeier; Sheraz Ahmed (BMC Medical Informatics Decis. Mak., 2019)

FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models. - Mohsin Munir; Shoaib Ahmed Siddiqui; Muhammad Ali Chattha; Andreas Dengel 001; Sheraz Ahmed (Sensors, 2019)

From Automatic Keyword Detection to Ontology-Based Topic Modeling. - Marc Beck; Syed Tahseen Raza Rizvi; Andreas Dengel 001; Sheraz Ahmed (DAS, 2020)

Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. - Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (ICONIP (3), 2020)

DeepEquaL: Deep Learning Based Mathematical Equation to Latex Generation. - Ghaith Bilbeisi; Sheraz Ahmed; Rupak Majumdar (ICONIP (5), 2020)

Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning. - Pervaiz Iqbal Khan; Imran Razzak; Andreas Dengel 001; Sheraz Ahmed (ICONIP (1), 2020)

Explaining AI-Based Decision Support Systems Using Concept Localization Maps. - Adriano Lucieri; Muhammad Naseer Bajwa; Andreas Dengel 001; Sheraz Ahmed (ICONIP (4), 2020)

P2ExNet: Patch-Based Prototype Explanation Network. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (ICONIP (3), 2020)

Benchmarking Adversarial Attacks and Defenses for Time-Series Data. - Shoaib Ahmed Siddiqui; Andreas Dengel 001; Sheraz Ahmed (ICONIP (3), 2020)

K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. - Muhammad Nabeel Asim; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (IJCNN, 2020)

G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. - Muhammad Naseer Bajwa; Gur Amrit Pal Singh; Wolfgang Neumeier; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (IJCNN, 2020)

Conceptual Explanations of Neural Network Prediction for Time Series. - Ferdinand Küsters; Peter Schichtel; Sheraz Ahmed; Andreas Dengel 001 (IJCNN, 2020)

On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. - Adriano Lucieri; Muhammad Naseer Bajwa; Stephan Alexander Braun; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (IJCNN, 2020)

Interpreting Deep Models through the Lens of Data. - Dominique Mercier; Shoaib Ahmed Siddiqui; Andreas Dengel 001; Sheraz Ahmed (IJCNN, 2020)

Blockchain as a Trust Builder in the Smart City Domain: A Systematic Literature Review. - Sheraz Ahmed; Muhammad Arif Shah; Karzan Wakil (IEEE Access, 2020)

Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks. - Muhammad Naseer Bajwa; Suleman Khurram; Mohsin Munir; Shoaib Ahmed Siddiqui; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2020)

DeepAirSig: End-to-End Deep Learning Based in-Air Signature Verification. - Jameel Malik; Ahmed Elhayek; Suparna Guha; Sheraz Ahmed; Amna Gillani; Didier Stricker (IEEE Access, 2020)

A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction. - Syed Tahseen Raza Rizvi; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2020)

Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification. - Muhammad Nabeel Asim; Muhammad Usman Ghani 001; Muhammad Ali Ibrahim; Sheraz Ahmed; Waqar Mahmood; Andreas Dengel 001 (CoRR, 2020)

DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks. - Mateus Dias Ribeiro; Abdul Rehman; Sheraz Ahmed; Andreas Dengel 001 (CoRR, 2020)

If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN. - Alireza Koochali; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2020)

ImpactCite: An XLNet-based method for Citation Impact Analysis. - Dominique Mercier; Syed Tahseen Raza Rizvi; Vikas Rajashekar; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2020)

QuViS - The Question of Visual Site Selection. - Sebastian Baumbach; Jahanzeb Khan; Sheraz Ahmed; Andreas Dengel 001 (CoRR, 2020)

Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems. - Adriano Lucieri; Muhammad Naseer Bajwa; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2020)

Reliable Model Compression via Label-Preservation-Aware Loss Functions. - Vinu Joseph; Shoaib Ahmed Siddiqui; Aditya Bhaskara; Ganesh Gopalakrishnan; Saurav Muralidharan; Michael Garland; Sheraz Ahmed; Andreas Dengel 001 (CoRR, 2020)

Benchmarking Deep Learning Models for Classification of Book Covers. - Adriano Lucieri; Huzaifa Sabir; Shoaib Ahmed Siddiqui; Syed Tahseen Raza Rizvi; Brian Kenji Iwana; Seiichi Uchida; Andreas Dengel 001; Sheraz Ahmed (SN Comput. Sci., 2020)

ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. - Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (BHI, 2021)

DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images. - Nabeel Khalid; Mohsin Munir; Christoffer Edlund; Timothy R. Jackson; Johan Trygg; Rickard Sjögren; Andreas Dengel 001; Sheraz Ahmed (BHI, 2021)

ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. - Dominique Mercier; Syed Tahseen Raza Rizvi; Vikas Rajashekar; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2021)

Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. - Dominique Mercier; Syed Tahseen Raza Rizvi; Vikas Rajashekar; Sheraz Ahmed; Andreas Dengel 001 (ICAART (Revised Selected Papers), 2021)

XAI Handbook: Towards a Unified Framework for Explainable AI. - Sebastian Palacio; Adriano Lucieri; Mohsin Munir; Sheraz Ahmed; Jörn Hees; Andreas Dengel 001 (ICCVW, 2021)

Understanding and Mitigating the Impact of Model Compression for Document Image Classification. - Shoaib Ahmed Siddiqui; Andreas Dengel 001; Sheraz Ahmed (ICDAR (1), 2021)

Analyzing the Potential of Zero-Shot Recognition for Document Image Classification. - Shoaib Ahmed Siddiqui; Andreas Dengel 001; Sheraz Ahmed (ICDAR (4), 2021)

L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework. - Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Christoph Zehe; Olivier Cloarec; Rickard Sjögren; Johan Trygg; Andreas Dengel 001; Sheraz Ahmed (IJCNN, 2021)

DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images. - Nabeel Khalid; Mohsin Munir; Christoffer Edlund; Timothy R. Jackson; Johan Trygg; Rickard Sjögren; Andreas Dengel 001; Sheraz Ahmed (IJCNN, 2021)

PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (IJCNN, 2021)

Volatility Risk Premium and European Equity Index Returns. - Antti Ihalainen; Sheraz Ahmed; Eero Pätäri (KNOWCON, 2021)

A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). - Muhammad Nabeel Asim; Muhammad Imran Malik; Christoph Zehe; Johan Trygg; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2021)

Self-Supervised Representation Learning for Document Image Classification. - Shoaib Ahmed Siddiqui; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2021)

Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis. - Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2021)

Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction. - Pervaiz Iqbal Khan; Imran Razzak; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2021)

Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph). - Junaid Younas; Muhammad Imran Malik; Sheraz Ahmed; Faisal Shafait; Paul Lukowicz (Expert Syst. Appl., 2021)

Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. - Muhammad Nabeel Asim; Muhammad Usman Ghani 001; Muhammad Ali Ibrahim; Waqar Mahmood; Andreas Dengel 001; Sheraz Ahmed (Neural Comput. Appl., 2021)

Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. - Muhammad Nabeel Asim; Muhammad Usman Ghani Khan; Muhammad Ali Ibrahim; Waqar Mahmood; Andreas Dengel 001; Sheraz Ahmed (Neural Comput. Appl., 2021)

Learning the micro deformations by max-pooling for offline signature verification. - Yuchen Zheng; Brian Kenji Iwana; Muhammad Imran Malik; Sheraz Ahmed; Wataru Ohyama; Seiichi Uchida (Pattern Recognit., 2021)

TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. - Shoaib Ahmed Siddiqui; Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (Sensors, 2021)

Guest Editorial Computational Social Systems for COVID-19 Emergency Management and Beyond. - Jun Jason Zhang; Fei-Yue Wang 001; Yong Yuan; Guandong Xu; Huan Liu 001; Wei Gao 001; Shoaib Jameel; Imran Razzak; Peter W. Eklund; Sheraz Ahmed; Rui Qin 002; Juanjuan Li; et al. (IEEE Trans. Comput. Soc. Syst., 2021)

Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen. - Adriano Lucieri; Muhammad Naseer Bajwa; Andreas Dengel 001; Sheraz Ahmed (Künstliche Intelligenz im Gesundheitswesen, 2022)

DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation. - Nabeel Khalid; Mohammadmahdi Koochali; Vikas Rajashekar; Mohsin Munir; Christoffer Edlund; Timothy R. Jackson; Johan Trygg; Rickard Sjögren; Andreas Dengel 001; Sheraz Ahmed (BHI, 2022)

Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. - Dominique Mercier; Jwalin Bhatt; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2022)

A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. - Pervaiz Iqbal Khan; Imran Razzak; Andreas Dengel 001; Sheraz Ahmed (ICANN (2), 2022)

Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. - Saifullah Saifullah; Shoaib Ahmed Siddiqui; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICPR, 2022)

Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation. - Nabeel Khalid; Fabian Schmeisser; Mohammadmahdi Koochali; Mohsin Munir; Christoffer Edlund; Timothy R. Jackson; Johan Trygg; Rickard Sjögren; Andreas Dengel 001; Sheraz Ahmed (MIUA, 2022)

Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. - Adriano Lucieri; Fabian Schmeisser; Christoph Peter Balada; Shoaib Ahmed Siddiqui; Andreas Dengel 001; Sheraz Ahmed (MIUA, 2022)

Improving Health Mention Classification of Social Media Content Using Contrastive Adversarial Training. - Pervaiz Iqbal Khan; Shoaib Ahmed Siddiqui; Imran Razzak; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2022)

ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. - Adriano Lucieri; Muhammad Naseer Bajwa; Stephan Alexander Braun; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (Comput. Methods Programs Biomed., 2022)

Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability. - Alireza Koochali; Peter Schichtel; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2022)

KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting. - Muhammad Ali Chattha; Ludger van Elst; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2022)

Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training. - Pervaiz Iqbal Khan; Shoaib Ahmed Siddiqui; Imran Razzak; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2022)

FiN: A Smart Grid and Power Line Communication Dataset. - Christoph Peter Balada; Sheraz Ahmed; Andreas Dengel 001; Max Bondorf; Nikolai Hopfer; Markus Zdrallek (CoRR, 2022)

Privacy Meets Explainability: A Comprehensive Impact Benchmark. - Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2022)

Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. - Shishir Muralidhara; Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (Health Inf. Sci. Syst., 2022)

CircNet: an encoder-decoder-based convolution neural network (CNN) for circular RNA identification. - Marco Stricker; Muhammad Nabeel Asim; Andreas Dengel 001; Sheraz Ahmed (Neural Comput. Appl., 2022)

TimeREISE: Time Series Randomized Evolving Input Sample Explanation. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (Sensors, 2022)

PPML-TSA: A modular privacy-preserving time series classification framework. - Dominique Mercier; Adriano Lucieri; Mohsin Munir; Andreas Dengel 001; Sheraz Ahmed (Softw. Impacts, 2022)

Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. - Dominique Mercier; Adriano Lucieri; Mohsin Munir; Andreas Dengel 001; Sheraz Ahmed (IEEE Trans. Ind. Informatics, 2022)

FiN: A Smart Grid and Powerline Communication Dataset. - Christoph Balada; Sheraz Ahmed; Andreas Dengel 001; Max Bondorf; Nikolai Hopfer; Markus Zdrallek (Zenodo, 2022)

NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture for Multiple Species. - Ahtisham Fazeel; Areeb Agha; Andreas Dengel 001; Sheraz Ahmed (BIOINFORMATICS, 2023)

Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. - Pervaiz Iqbal Khan; Andreas Dengel 001; Sheraz Ahmed (ICAART (3), 2023)

Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. - Muhammad Ali Chattha; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (ICANN (6), 2023)

PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis. - Nabeel Khalid; Tiago Comassetto Fróes; Maria Caroprese; Gillian Lovell; Johan Trygg; Andreas Dengel 001; Sheraz Ahmed (ICANN (2), 2023)

ColDBin: Cold Diffusion for Document Image Binarization. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICDAR (5), 2023)

Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops. - Ahtisham Fazeel Abbasi; Muhammad Nabeel Asim; Johan Trygg; Andreas Dengel 001; Sheraz Ahmed (ISBRA, 2023)

Combining low-volatility and mean-reversion anomalies: Better together? - Eero Pätäri; Sheraz Ahmed; Tuomas Lankinen; Julian Scott Yeomans (Algorithmic Finance, 2023)

A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction. - Amin E. Bakhshipour; Alireza Koochali; Ulrich Dittmer; Ali Haghighi; Sheraz Ahmed; Andreas Dengel 001 (CoRR, 2023)

PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2023)

Class Conditional Time Series Generation with Structured Noise Space GAN. - Hamidreza Gholamrezaei; Alireza Koochali; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2023)

Performance Comparison of Transformer-Based Models on Twitter Health Mention Classification. - Pervaiz Iqbal Khan; Imran Razzak; Andreas Dengel 001; Sheraz Ahmed (IEEE Trans. Comput. Soc. Syst., 2023)

DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method. - Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Ahtisham Fazeel; Andreas Dengel 001; Sheraz Ahmed (Briefings Bioinform., 2023)

Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI. - Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (Frontiers Bioinform., 2023)

FiN-2: Larg-Scale Powerline Communication Dataset (Pt.1). - Christoph Balada; Max Bondorf; Sheraz Ahmed; Andreas Dengel 001; Markus Zdrallek (Zenodo, 2023)

FiN-2: Larg-Scale Powerline Communication Dataset (Pt.2). - Christoph Balada; Max Bondorf; Sheraz Ahmed; Andreas Dengel 001; Markus Zdrallek (Zenodo, 2023)

FiN-2: Larg-Scale Powerline Communication Dataset (Pt.3). - Christoph Balada; Max Bondorf; Sheraz Ahmed; Andreas Dengel 001; Markus Zdrallek (Zenodo, 2023)

FiN-2: Larg-Scale Powerline Communication Dataset (Pt.4). - Christoph Balada; Max Bondorf; Sheraz Ahmed; Andreas Dengel 001; Markus Zdrallek (Zenodo, 2023)

IAMonSense: multi-level handwriting classification using spatiotemporal information. - Ahmad Mustafid; Junaid Younas; Paul Lukowicz; Sheraz Ahmed (Int. J. Document Anal. Recognit., 2023)

Analyzing the potential of active learning for document image classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (Int. J. Document Anal. Recognit., 2023)

Quantifying quality of class-conditional generative models in time series domain. - Alireza Koochali; Maria Walch; Sankrutyayan Thota; Peter Schichtel; Andreas Dengel 001; Sheraz Ahmed (Appl. Intell., 2023)

ACE 2.0: A Comprehensive tool for automatic extraction, analysis, and digital profiling of the researchers in Scientific Communities. - Syed Tahseen Raza Rizvi; Sheraz Ahmed; Andreas Dengel 001 (Soc. Netw. Anal. Min., 2023)

Improving Medical Image Classification via Representation Fusion and Contrastive Learning. - Pervaiz Iqbal Khan; Andreas Dengel 001; Sheraz Ahmed (DICTA, 2024)

Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. - Pervaiz Iqbal Khan; Andreas Dengel 001; Sheraz Ahmed (ICAART (3), 2024)

A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. - Pervaiz Iqbal Khan; Muhammad Nabeel Asim; Andreas Dengel 001; Sheraz Ahmed (ICAART (3), 2024)

CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images. - Nabeel Khalid; Maria Caroprese; Gillian Lovell; Johan Trygg; Andreas Dengel 001; Sheraz Ahmed (ICANN (8), 2024)

Point-Based Weakly Supervised 2.5D Cell Segmentation. - Fabian Schmeisser; Andreas Dengel 001; Sheraz Ahmed (ICANN (8), 2024)

Latent Diffusion for Guided Document Table Generation. - Syed Jawwad Haider Hamdani; Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICDAR (5), 2024)

StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. - Nauman Riaz; Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICDAR (2), 2024)

DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICDAR (4), 2024)

CCATS: Moving Forward with Class-Conditional Time Series Generation. - Philipp Engler; Alireza Koochali; Ludger van Elst; Andreas Dengel 001; Sheraz Ahmed (ICONIP (3), 2024)

Improving Text Representation for Disease Detection from Social Media via Self-augmentation and Contrastive Learning. - Pervaiz Iqbal Khan; Andreas Dengel 001; Sheraz Ahmed (ICONIP (5), 2024)

Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. - Payal Varshney; Adriano Lucieri; Christoph Balada; Andreas Dengel 001; Sheraz Ahmed (ICPR (12), 2024)

Bounding Box Is All You Need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations. - Nabeel Khalid; Maria Caroprese; Gillian Lovell; Daniel A. Porto; Johan Trygg; Andreas Dengel 001; Sheraz Ahmed (MIUA (1), 2024)

CellGenie: An End-to-End Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images. - Nabeel Khalid; Mohammadmahdi Koochali; Duway Nicolas Lesmes-Leon; Maria Caroprese; Gillian Lovell; Daniel A. Porto; Johan Trygg; Andreas Dengel 001; Sheraz Ahmed (MIUA (1), 2024)

A Line Is All You Need: Weak Supervision for 2.5D Cell Segmentation. - Fabian Schmeisser; Céline Thomann; Emma Petiot; Gillian Lovell; Maria Caroprese; Andreas Dengel 001; Sheraz Ahmed (MIUA (1), 2024)

The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2024)

CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder. - Hina Ghafoor; Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Sheraz Ahmed; Andreas Dengel 001 (Comput. Biol. Medicine, 2024)

Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning. - Pervaiz Iqbal Khan; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2024)

WordVIS: A Color Worth A Thousand Words. - Umar Khan; Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2024)

Survival prediction landscape: an in-depth systematic literature review on activities, methods, tools, diseases, and databases. - Ahtisham Fazeel Abbasi; Muhammad Nabeel Asim; Sheraz Ahmed; Sebastian J. Vollmer; Andreas Dengel 001 (Frontiers Artif. Intell., 2024)

The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods. - Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (Frontiers Artif. Intell., 2024)

DocXclassifier: towards a robust and interpretable deep neural network for document image classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (Int. J. Document Anal. Recognit., 2024)

Towards privacy preserved document image classification: a comprehensive benchmark. - Saifullah Saifullah; Dominique Mercier; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (Int. J. Document Anal. Recognit., 2024)

From private to public: benchmarking GANs in the context of private time series classification. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (Appl. Intell., 2024)

SAT: Segment and Track Anything for Microscopy. - Nabeel Khalid; Mohammadmahdi Koochali; Khola Naseem; Maria Caroprese; Gillian Lovell; Daniel A. Porto; Johan Trygg; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2025)

Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks. - Duway Nicolas Lesmes-Leon; Miro Miranda; Maria Caroprese; Gillian Lovell; Andreas Dengel 001; Sheraz Ahmed (ICAART (3), 2025)

YeastFormer: An End-to-End Instance Segmentation Approach for Yeast Cells in Microstructure Environment. - Khola Naseem; Nabeel Khalid; Lea Bertgen; Johannes M. Herrmann; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2025)

How to Box Your Cells: An Introduction to Box Supervision for 2.5D Cell Instance Segmentation and a Study of Applications. - Fabian Schmeisser; Maria Caroprese; Gillian Lovell; Andreas Dengel 001; Sheraz Ahmed (ICAART (3), 2025)

Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage. - Christoph Balada; Aida Romano-Martinez; Vincent ten Cate; Katharina Geschke; Jonas Tesarz; Paul Claßen; Alexander K. Schuster; Dativa Tibyampansha; Karl-Patrik Kresoja; Philipp S. Wild; Sheraz Ahmed; Andreas Dengel 001 (MIUA (3), 2025)

Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. - Christoph Balada; Max Bondorf; Sheraz Ahmed; Markus Zdrallek; Andreas Dengel 001 (IEEE Access, 2025)

KRNN: A hybrid data and knowledge oriented time series forecasting approach for health care applications. - Muhammad Ali Chattha; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (Expert Syst. Appl., 2025)

Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +. - Muhammad Ali Chattha; Muhammad Imran Malik; Andreas Dengel 001; Sheraz Ahmed (Mach. Learn., 2025)

VAEneu: a new avenue for VAE application on probabilistic forecasting. - Alireza Koochali; Ensiye Tahaei; Andreas Dengel 001; Sheraz Ahmed (Appl. Intell., 2025)

Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering. - Payal Varshney; Adriano Lucieri; Christoph Balada; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2025)

FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2025)

DP-DocLDM: Differentially Private Document Image Generation using Latent Diffusion Models. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2025)

DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2025)