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A. Lucieri, M. N. Bajwa, A. Dengel, and S. Ahmed
Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen
2022Konferenz
M. A. Asim, M. A. Ibrahim, C. Zehe, J. Trygg, A. Dengel, and S. Ahmed
BoT-Net: A Lightweight Bag of Tricks based Neural Network for Efficient lncRNA - miRNA Interaction

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2022Zeitschrift

A. Lucieri, M. N. Bajwa, S. A. Braun, M. I. Malik, A. Dengel, and S. Ahmed

ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions

2022Zeitschrift

H. Kurshid, R. Muntaz, N. Alvi, A. Haque, S. Mumtaz, F. Shafait, S. Ahmed, M. I. Malik, and A. Dengel

Bacterial prediction using internet of things (IoT) and machine learning

2022Zeitschrift

P. Khan, I. Razzak, A. Dengel, and S. Ahmed

Performance Comparison of Transformer-based Models on Twitter Health Mention

2022Zeitschrift

P. Khan, S. A. Siddiqui, I. Razzak, A. Dengel, and S. Ahmed

Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training

2022Zeitschrift

M. N. Asim, M. A. Ibrahim, M. I. Malik, A. Dengel, and S. Ahmed

Circ-LocNet: A Computational Framework for Circular RNA Sub-Cellular Localization Prediction

2022Zeitschrift

M. N. Asim, M. A. Ibrahim, M. I. Malik, A. Dengel, and S. Ahmed

CONR-NET: A Collection of Neural Refinements for Protein Protein Interaction Prediction

2022Zeitschrift

M. N. Asim, M. A. Ibrahim, M. I. Malik, C. Zehe, O. Cloarec, J. Trygg, A. Dengel, and S. Ahmed

EL-RMLocNet: An Explainable LSTM Network for RNA-Associated Multi-Compartment Localization Prediction

2022Zeitschrift

S. Muralidhara, A. Lucieri, A. Dengel, and S. Ahmed

Holistic Multi-class Classification & Grading of Diabetic Foot Ulcerations from Plantar Thermal Images using Deep Learning

2022Zeitschrift

M. A. Asim, M. A. Ibrahim, M. I. Malik, A. Dengel, and S. Ahmed

ADH-PPI: An Attention-Based Deep Hybrid Model for Protein-Protein-Interaction Prediction

2022Zeitschrift

A. Koochali, T. Sankrutyanan, P. Schichtel, A. Dengel, and S. Ahmed

Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A case study on CRPS-Sum discrimination ability

2022Zeitschrift

D. Benndorf, H. Maus, J.-H. Stein, and A. Dengel

IT and More: Wissensdienste im Accounting

2022Zeitschrift

C. Balada, M. Bondorf, S. Ahmed, N. Hopfer, A. Dengel, and M. Zdrallek

FiN: A Smart Grid and Power Line Communication Dataset

2022Zeitschrift

N. Asim, A. Fazeel, M. A. Ibrahim, A. Dengel, and S. Ahmed

MP-VHPPI: Meta Predictor For Viral Host Protein-Protein Interaction Prediction in Multiple Hosts and Viruses

2022Zeitschrift

Michael Schulze, Michelle Pelzer, Markus SchrÃ¶der, Christian Jilek, Heiko Maus, Andreas Dengel

Towards Knowledge Graph Based Services in Accounting Use Cases

2022Konferenz

Jessica Bielski, Christoph Langenhan, Christoph Ziegler, Viktor Eisenstadt, Andreas Dengel, Klaus-Dieter Althoff

Quantifying the Intangible, A Tool for Retrospective Protocol Studies of Sketching During the Early Conceptual Design of Architecture

2022Konferenz

Viktor Eisenstadt, Jessica Bielski, Burak Mete, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel

Autocompletion of Floor Plans for the Early Design Phase in Architecture: Foundations, Existing Methods, and Research Outlook

2022Konferenz

Jessica Bielski, Christoph Langenhan, Christoph Ziegler, Viktor Eisenstadt, Frank Petzold, Andreas Dengel, Klaus-Dieter Althoff

The What, Why, What-If and How-To for Designing Architecture, Explainability for Auto-Completion of Computer-Aided Architectural Design of Floor Plan Layouting During the Early Design Stages

2022Konferenz

Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Muhammad Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed

Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification

2022Konferenz

Stanislav Frolov, Prateek Bansal, JÃ¶rn Hees, Andreas Dengel

DT2I: Dense Text-to-Image Generation from Region Descriptions

2022Konferenz

Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed

LGCA-VHPPI: A local-global residue context aware viral-host protein-protein interaction predictor

2022Zeitschrift

Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Imran Razzak, Andreas Dengel, Sheraz Ahmed

Histone-Net: a multi-paradigm computational framework for histone occupancy and modification prediction

2022Zeitschrift

Johannes Bayer, Mina Karami Zadeh, Markus SchrÃ¶der, Andreas Dengel

Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning

2022Konferenz

Markus SchrÃ¶der, Christian Jilek, Andreas Dengel

A Human-in-the-Loop Approach for Personal Knowledge Graph Construction from File Names

2022Konferenz

Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed

PPML-TSA: A modular privacy-preserving time series classification framework

2022Zeitschrift

Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel

Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis

2022Konferenz

Dominique Mercier, Andreas Dengel, Sheraz Ahmed

TimeREISE: Time-series Randomized Evolving Input Sample Explanation

2022Zeitschrift

Nabeel Khalid, Mohammadmahdi Koochali, Vikas Rajashekhar, Mohsin Munir, Christoffer Edlund, Timothy R Jackson, Johan Tryggy, Rickard SjÃ¶gren, Andreas Dengel, Sheraz Ahmed

DeepMuCS: A Framework for Mono- & Co-culture Microscopic Image Analysis: From Generation to Segmentation

2022Konferenz

Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed

Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods

2022Konferenz

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

2022Zeitschrift

Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou

Search and Learn: Improving Semantic Coverage for Data-to-Text Generation

2022Konferenz

Andrey Guzhov, Federico Raue, JÃ¶rn Hees, Andreas Dengel

AudioCLIP: Extending CLIP to Image, Text and Audio

2022Konferenz

Fatemeh Azimi, Sebastian Palacio, Federico Raue, JÃ¶rn Hees, Luca Bertinetto, Andreas Dengel

Self-supervised Test-time Adaptation on Video Data

2022Konferenz

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

2021Konferenz

Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjogren, Johan Trygg, Andreas Dengel, Sheraz Ahmed

L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework

2021Konferenz

Marco Stricker, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed

CircNet: An encoder–decoder-based convolution neural network (CNN) for circular RNA identification

2021Zeitschrift

Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed

Advances in Computational Methodologies for Classification and Sub-Cellular Locality Prediction of Non-Coding RNAs

2021Zeitschrift

Andrey Guzhov, Federico Raue, JÃ¶rn Hees, Andreas Dengel

ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio

2021Konferenz

Roberto V. Zicari, Sheraz Ahmed, Julia Amann, Stephan Alexander Braun, John Brodersen, FrÃ©dÃ©rick Bruneault, James Brusseau, Erik Campano, Megan Coffee, Andreas Dengel, Boris DÃ¼dder, Alessio Gallucci, Thomas Krendl Gilbert, Philippe Gottfrois, Emmanuel Goffi, Christoffer Bjerre Haase, Thilo Hagendorff, Eleanore Hickman, Elisabeth Hildt, Sune Holm, Pedro Kringen, Ulrich KÃ¼hne, Adriano Lucieri, Vince I. Madai, Pedro A. Moreno-SÃ¡nchez, Oriana Medlicott, Matiss Ozols, Eberhard Schnebel, Andy Spezzatti, Jesmin Jahan Tithi, Steven Umbrello, Dennis Vetter, Holger Volland, Magnus Westerlund, Renee Wurth

Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier

2021Zeitschrift