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Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Deep Learning Based Decision Support for Medicine -- A Case Study on Skin Cancer Diagnosis

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2021Zeitschrift

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

2021Zeitschrift

Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, JÃ¶rn Hees, Andreas Dengel

XAI Handbook: Towards a Unified Framework for Explainable AI

2021Konferenz

Sebastian Palacio, Philipp Engler, JÃ¶rn Hees, Andreas Dengel

Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks

2021Konferenz

Michael Schulze, Markus SchrÃ¶der, Christian Jilek, Andreas Dengel

ptpDG: A Purchase-To-Pay Dataset Generator for Evaluating Knowledge-Graph-Based Services

2021Konferenz

Martin Memmel, Andreas Dengel

Künstliche Intelligenz - Zwischen Ängsten und Erwartungen, Hype und Realität

2021Zeitschrift

Markus SchrÃ¶der, Christian Jilek, Andreas Dengel

Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets

2021Konferenz

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

Comparative Evaluation of Tensor-based Data Representations for Deep Learning Methods in Architecture

2021Konferenz

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

Consistency Checker – An automatic constraint-based evaluator for housing spatial configurations

2021Konferenz

Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel

Leveraging context-aware recommender systems for improving personal knowledge assistants by introducing contextual states

2021Konferenz

Fatemeh Azimi, Jean-Francois Jacques Nicolas Nies, Sebastian Palacio, Federico Raue, JÃ¶rn Hees, Andreas Dengel

Spatial Transformer Networks for Curriculum Learning

2021Zeitschrift

Stanislav Frolov, Avneesh Sharma, JÃ¶rn Hees, Tushar Karayil, Federico Raue, Andreas Dengel

AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style

2021Konferenz

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

DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images

2021Konferenz

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

DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images

2021Konferenz

Christoffer Edlund, Timothy R. Jackson, Nabeel Khalid, Nicola Bevan, Timothy Dale, Andreas Dengel, Sheraz Ahmed, Johan Trygg, Rickard SjÃ¶gren

LIVECell—A large-scale dataset for label-free live cell segmentation

2021Zeitschrift

Ricard Durall, Stanislav Frolov, JÃ¶rn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keuper

Combining Transformer Generators with Convolutional Discriminators

2021Konferenz

Stanislav Frolov, Tobias Hinz, Federico Raue, JÃ¶rn Hees, Andreas Dengel

Adversarial Text-to-Image Synthesis: A Review

2021Zeitschrift

Dayananda Herurkar, Philipp Blandfort, Federico Raue, JÃ¶rn Hees, Andreas Dengel

ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs

2021Konferenz

Michael Schulze, Markus SchrÃ¶der, Christian Jilek, Torsten Albers, Heiko Maus, Andreas Dengel

P2P-O: A Purchase-To-Pay Ontology for Enabling Semantic Invoices

2021Konferenz

Dominique Mercier, Andreas Dengel, Sheraz Ahmed

PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification

2021Konferenz

Markus SchrÃ¶der, Christian Jilek, Michael Schulze, Andreas Dengel

Interactively Constructing Knowledge Graphs from Messy User-Generated Spreadsheets

2021Zeitschrift

Markus SchrÃ¶der, Christian Jilek, Andreas Dengel

A Linked Data Application Framework to Enable Rapid Prototyping

2021Zeitschrift

Markus SchrÃ¶der, Christian Jilek, Andreas Dengel

Mapping Spreadsheets to RDF: Supporting Excel in RML

2021Konferenz

Markus SchrÃ¶der, Christian Jilek, Andreas Dengel

Dataset Generation Patterns for Evaluating Knowledge Graph Construction

2021Konferenz

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

Exploring optimal ways to represent topological and spatial features of building designs in deep learning methods and applications for architecture

2021Konferenz

Fatemeh Azimi, Stanislav Frolov, Federico Raue, JÃ¶rn Hees, Andreas Dengel

Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching

2021Konferenz

Carlos JosÃ© Gonzalez Rojas, Andreas Dengel, Mateus Dias Ribeiro

Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations

2021Konferenz

Christian Jilek, Paula Gauselmann, Jessica Chwalek, Tobias Tempel, Andreas Dengel

Quantifying Benefits of a Personal Knowledge Assistant on Task Resumption

2021Konferenz

Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel

The Person Index Challenge: Extraction of Persons from Messy, Short Texts

2021Konferenz

Markus Schröder, Michael Schulze, Christian Jilek, Andreas Dengel

Bridging the Technology Gap Between Industry and Semantic Web: Generating Databases and Server Code From RDF

2021Konferenz

Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed

A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction

2020Zeitschrift

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

2020Konferenz

Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed

Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification

2020Zeitschrift

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)

2020Zeitschrift

Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed

MirLocPredictor: a ConvNet-based multi-label MicroRNA subcellular localization predictor by incorporating k-Mer positional information

2020Zeitschrift

Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed

Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems

2020Zeitschrift

Viktor Eisenstadt, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel

Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education

2020Konferenz

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

K-mer Neural Embedding Performance Analysis Using Amino Acid Codons

2020Konferenz

Stanislav Frolov, Shailza Jolly, JÃ¶rn Hees, Andreas Dengel

Leveraging Visual Question Answering to Improve Text-to-Image Synthesis

2020Konferenz

Shoya Ishimaru, Takanori Maruichi, Koichi Kise, Andreas Dengel

Gaze-Based Self-Confidence Estimation on Multiple-Choice Questions and Its Feedback

2020Konferenz