Wolfram Schenck

45 papers B 6C 4Misc 1Journal 23Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Active learning evaluation metrics for classification and regression frameworks. Eng. Appl. Artif. Intell. Alaa Tharwat, Bjarne Jaster, Wolfram Schenck, Martin Kohlhase
2025	J	`jnl`	Active Learning for Handling Missing Data. IEEE Trans. Neural Networks Learn. Syst. Alaa Tharwat, Wolfram Schenck
2025	J	`jnl`	Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems. Big Data Cogn. Comput. Marvin Niederhaus, Nico Migenda, Julian Weller, Martin Kohlhase, Wolfram Schenck
2024	J	`jnl`	Adaptive local Principal Component Analysis improves the clustering of high-dimensional data. Pattern Recognit. Nico Migenda, Ralf Möller, Wolfram Schenck
2024	J	`jnl`	Image restoration in frequency space using complex-valued CNNs. Frontiers Artif. Intell. Zafran Hussain Shah, Marcel Müller, Wolfgang Hübner, Henning Ortkrass, Barbara Hammer, Thomas Huser, Wolfram Schenck
2024	J	`jnl`	NGPCA: Clustering of high-dimensional and non-stationary data streams. Softw. Impacts Nico Migenda, Ralf Möller, Wolfram Schenck
2024	Misc	`conf`	Technical Readiness of Prescriptive Analytics Platforms: A Survey. FRUCT Marvin Niederhaus, Nico Migenda, Julian Weller, Wolfram Schenck, Martin Kohlhase
2024	—	`conf`	Transferability of Non-contrastive Self-supervised Learning to Chronic Wound Image Recognition. ICANN (8) Julien Marteen Akay, Wolfram Schenck
2024	J	`jnl`	Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget. IEEE Trans. Knowl. Data Eng. Alaa Tharwat, Wolfram Schenck
2023	—	`conf`	Exploratory Analysis of Machine Learning Methods for the Prognosis of Falls in Elderly Care Based on Accelerometer Data. PervasiveHealth Lukas Klein, Christoph Ostrau, Michael Thies, Wolfram Schenck, Ulrich Rückert
2023	B	`conf`	Object View Prediction with Aleatoric Uncertainty for Robotic Grasping. IJCNN Constanze Schwan, Wolfram Schenck
2022	C	`conf`	Collaborative System for Question Answering in German Case Law Documents. PRO-VE Christoph Hoppe, Nico Migenda, David Pelkmann, Daniel Hötte, Wolfram Schenck
2022	B	`conf`	Impact of different loss functions on denoising of microscopic images. IJCNN Zafran Hussain Shah, Marcel Müller, Barbara Hammer, Thomas Huser, Wolfram Schenck
2022	J	`jnl`	Open set task augmentation facilitates generalization of deep neural networks trained on small data sets. Neural Comput. Appl. Wadhah Zai El Amri, Felix Reinhart, Wolfram Schenck
2022	J	`jnl`	Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks. Sensors Koenraad Vandevoorde, Lukas Vollenkemper, Constanze Schwan, Martin Kohlhase, Wolfram Schenck
2021	J	`jnl`	A conceptual and practical comparison of PSO-style optimization algorithms. Expert Syst. Appl. Alaa Tharwat, Wolfram Schenck
2021	J	`jnl`	A three-step model for the detection of stable grasp points with machine learning. Integr. Comput. Aided Eng. Constanze Schwan, Wolfram Schenck
2021	C	`conf`	Advanced Data Analytics Platform for Manufacturing Companies. ETFA Tim Voigt, Nico Migenda, Marvin Schöne, David Pelkmann, Matthias Fricke, Wolfram Schenck, Martin Kohlhase
2021	J	`jnl`	Population initialization techniques for evolutionary algorithms for single-objective constrained optimization problems: Deterministic vs. stochastic techniques. Swarm Evol. Comput. Alaa Tharwat, Wolfram Schenck
2021	—	`conf`	Towards Intelligent Legal Advisors for Document Retrieval and Question-Answering in German Legal Documents. AIKE Christoph Hoppe, David Pelkmann, Nico Migenda, Daniel Hötte, Wolfram Schenck
2021	—	`conf`	Variational Autoencoder based Novelty Detection for Real-World Time Series. MSIE Luca Steinmann, Nico Migenda, Tim Voigt, Martin Kohlhase, Wolfram Schenck
2020	C	`conf`	Adaptive Dimensionality Reduction for Local Principal Component Analysis. ETFA Nico Migenda, Wolfram Schenck
2020	J	`jnl`	Balancing Exploration and Exploitation: A novel active learner for imbalanced data. Knowl. Based Syst. Alaa Tharwat, Wolfram Schenck
2020	—	`conf`	How to Label? Combining Experts' Knowledge for German Text Classification. SDS David Pelkmann, Alaa Tharwat, Wolfram Schenck
2020	C	`conf`	Visual Movement Prediction for Stable Grasp Point Detection. EANN Constanze Schwan, Wolfram Schenck
2019	—	`conf`	Adaptive Dimensionality Adjustment for Online "Principal Component Analysis". IDEAL (1) Nico Migenda, Ralf Möller, Wolfram Schenck
2018	B	`conf`	A Case Study on Benchmarking IoT Cloud Services. CLOUD Kevin Grünberg, Wolfram Schenck
2017	J	`jnl`	Comparing parallel hardware architectures for visually guided robot navigation. Concurr. Comput. Pract. Exp. Wolfram Schenck, Michael Horst, Tim Tiedemann, Sergius Gaulik, Ralf Möller
2017	J	`jnl`	The NEST Dry-Run Mode: Efficient Dynamic Analysis of Neuronal Network Simulation Code. Frontiers Neuroinformatics Susanne Kunkel, Wolfram Schenck
2016	J	`jnl`	Detecting Affordances by Visuomotor Simulation. CoRR Wolfram Schenck, Hendrik Hasenbein, Ralf Möller
2016	—	`conf`	Early Evaluation of the "Infinite Memory Engine" Burst Buffer Solution. ISC Workshops Wolfram Schenck, Salem El Sayed, Maciej Foszczynski, Wilhelm Homberg, Dirk Pleiter
2016	J	`jnl`	Evaluation and Performance Modeling of a Burst Buffer Solution. ACM SIGOPS Oper. Syst. Rev. Wolfram Schenck, Salem El Sayed, Maciej Foszczynski, Wilhelm Homberg, Dirk Pleiter
2014	—	`conf`	Performance Evaluation of Scientific Applications on POWER8. PMBS@SC Andrew V. Adinetz, Paul F. Baumeister, Hans Böttiger, Thorsten Hater, Thilo Maurer, Dirk Pleiter, Wolfram Schenck, Sebastiano Fabio Schifano
2013	J	`jnl`	Solving the correspondence problem in stereo vision by internal simulation. Adapt. Behav. Alexander Kaiser, Wolfram Schenck, Ralf Möller
2011	J	`jnl`	Kinematic motor learning. Connect. Sci. Wolfram Schenck
2010	B	`conf`	Adaptive learning rate control for "neural gas principal component analysis". ESANN Wolfram Schenck, Ralph Welsch, Alexander Kaiser, Ralf Möller
2010	J	`jnl`	Coupled Singular Value Decomposition of a Cross-Covariance Matrix. Int. J. Neural Syst. Alexander Kaiser, Wolfram Schenck, Ralf Möller
2010	B	`conf`	Distance functions for local PCA methods. ESANN Alexander Kaiser, Wolfram Schenck, Ralf Möller
2008	—	`—`	Adaptive internal models for motor control and visual prediction. Wolfram Schenck
2008	J	`jnl`	Bootstrapping Cognition from Behavior - A Computerized Thought Experiment. Cogn. Sci. Ralf Möller, Wolfram Schenck
2008	B	`conf`	Combining neural networks and optimization techniques for visuokinesthetic prediction and motor planning. ESANN Wolfram Schenck, Dennis Sinder, Ralf Möller
2008	—	`conf`	Space Perception through Visuokinesthetic Prediction. ABiALS Wolfram Schenck
2006	J	`jnl`	Learning Strategies for Saccade Control. Künstliche Intell. Wolfram Schenck, Ralf Möller
2006	—	`conf`	Training and Application of a Visual Forward Model for a Robot Camera Head. SAB ABiALS Wolfram Schenck, Ralf Möller
2005	J	`jnl`	Learning visuomotor transformations for gaze-control and grasping. Biol. Cybern. Heiko Hoffmann, Wolfram Schenck, Ralf Möller