Andreas Dengel

Goethe University Frankfurt — Germany

Computer Science · Physical Sciences

56h-index14.2kcitations897works2.82yr avg
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Research Topics

Handwritten Text Recognition Techniques(151), Semantic Web and Ontologies(92), Natural Language Processing Techniques(67), Topic Modeling(63), Advanced Image and Video Retrieval Techniques(60)

Publications897 total

Multi-omics driven computational framework for cancer molecular subtype classification
Scientific Reports·2025Open Access
ReqNet: an LLM-driven computational framework for automated requirements extraction from unstructured documents
Complex & Intelligent Systems·2025Open Access
HandyLabel: Towards Post-Processing to Real-Time Annotation Using Skeleton Based Hand Gesture Recognition
arXiv (Cornell University)·2025Open Access
Multi-modal co-learning for Earth observation: enhancing single-modality models via modality collaboration
Machine Learning·2025· 1 citedOpen Access
PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors
arXiv (Cornell University)·2025Open Access
Dynamic Weight Adjustment for Knowledge Distillation: Leveraging Vision Transformer for High-Accuracy Lung Cancer Detection and Real-Time Deployment
arXiv (Cornell University)·2025Open Access
Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration
ArXiv.org·2025Open Access
Informed Learning for Estimating Drought Stress at Fine-Scale Resolution Enables Accurate Yield Prediction
Frontiers in artificial intelligence and applications·2025Open Access
Informed Learning for Estimating Drought Stress at Fine-Scale Resolution Enables Accurate Yield Prediction
arXiv (Cornell University)·2025Open Access
Spectral Occlusion - Attribution Beyond Spatial Relevance Heatmaps
Communications in computer and information science·2025· 1 citedOpen Access
Intrinsic explainability of multimodal learning for crop yield simulation
Computers and Electronics in Agriculture·2025· 3 citedOpen Access
Response to letter Re: “Development of an artificial intelligence-generated, explainable treatment recommendation system for urothelial carcinoma and renal cell carcinoma to support multidisciplinary cancer conferences”
European Journal of Cancer·2025
Temperature-driven robust disease detection in brain and gastrointestinal disorders via context-aware adaptive knowledge distillation
Biomedical Signal Processing and Control·2025· 3 cited
iBitter-Stack: A multi-representation ensemble learning model for accurate bitter peptide identification
Journal of Molecular Biology·2025Open Access
DocForgeNet: Dual Cross-Stream Fusion Network for Robust Forgery Detection in Scanned Documents
Lecture notes in computer science·2025
DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models
Lecture notes in computer science·2025
LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations
arXiv (Cornell University)·2025Open Access
In the search for optimal multi-view learning models for crop classification with global remote sensing data
International Journal of Applied Earth Observation and Geoinformation·2025Open Access
Deep Learning Emulators for Large-Scale, High-Resolution Urban Pluvial Flood Prediction
Lecture notes in computer science·2025
Enhancing Entity Recommendation for Personal Information Assistance Using LLM-Based Adaptive Relevance Prediction
Communications in computer and information science·2025
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Frequent Co-authors

Sheraz Ahmed(18), Shoaib Ahmed Siddiqui(6), Marcus Liwicki(6), Faisal Shafait(5), Thomas Kieninger(5), Patrick Helber(4), Benjamin Bischke(4), Damian Borth(4), Mohsin Munir(4), Muhammad Imran Malik(4), Georg Buscher(4), Markus Weber(4), Nabeel Khalid(3), J.J. van Hees(3), Asif Shahab(2), Markus Goldstein(2), Stefan Agne(2), Federico Raue(2), Rainer Hoch(2), Muhammad Naseer Bajwa(2)