Strategic bidding for a price-maker hydroelectric producer: Stochastic dual dynamic programming and Lagrangian relaxation
Steeger, G.; Lohmann, T.; Rebennack, S.
2018. IISE Transactions, 50 (11), 929–942. doi:10.1080/24725854.2018.1461963 

The Need for a Sustainability Assessment of Climate Actions
Lützkendorf, T.
2018. Innovative Low Carbon and Green Buildings in Subtropical Area (2018), Taipei, Taiwan, October 14–17, 2018 

Sustainability Assessment of buildings- topics and trends
Lützkendorf, T.
2018. Innovative Low Carbon and Green Buildings in Subtropical Area (2018), Taipei, Taiwan, October 14–17, 2018 

Retrofitting building stocks – the perspectives of material flows and circular economy
Schiller, G.; Lützkendorf, T.; Lehmann, I.; Gruhler, K.
2018. Retrofit Europe - Innovation meets market (SBE19 2018), Eindhoven, Netherlands, November 5–6, 2018 

An Innovative Concept for Teaching Operations Research Applied to Health Care
Reuter-Oppermann, M.; Zander, A.; Nickel, S.
2018. Advances in Operations Research Education. Ed.: J. Beliën, 95–105, Springer International Publishing. doi:10.1007/978-3-319-74104-8_7 

FLUX: Progressive State Estimation Based on Zakai-type Distributed Ordinary Differential Equations
Hanebeck, U. D.
2018 

A Distance-based Framework for Gaussian Processes over Probability Distributions
Dolgov, M.; Hanebeck, U. D.
2018 

Parallel Satisfiability
Balyo, T.; Sinz, C.
2018. Handbook of Parallel Constraint Reasoning. Ed.: Y. Hamadi, 3–29, Springer. doi:10.1007/978-3-319-63516-3_1 

Application of Area-Scan Sensors in Sensor-Based Sorting
Maier, G.; Pfaff, F.; Pieper, C.; Gruna, R.; Noack, B.; Kruggel-Emden, H.; Längle, T.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Beyerer, J.
2018. 8th Sensor-Based Sorting & Control, SBSC 2018 : Aachen, 6-7 March 2018. Ed.: T. Pretz, 73–82, Shaker Verlag 

State Estimation in Networked Control Systems with Delayed and Lossy Acknowledgments
Rosenthal, F.; Noack, B.; Hanebeck, U. D.
2018. Multisensor Fusion and Integration in the Wake of Big Data, Deep Learning and Cyber Physical System. Ed.: S. Lee, 22–38, Springer. doi:10.1007/978-3-319-90509-9_2 

Retrodiction of Data Association Probabilities via Convex Optimization
Özgen, S.; Huber, M. F.; Rosenthal, F.; Mayer, J.; Noack, B.; Hanebeck, U. D.
2018. 2018 21st International Conference on Information Fusion (FUSION), 10-13 July, 2018, Cambridge, United Kingdom, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/ICIF.2018.8455857 

Selective guided sampling with complete light transport paths
Simon, F.; Jung, A.; Hanika, J.; Dachsbacher, C.
2018. ACM transactions on graphics, 37 (6), Article no: 223. doi:10.1145/3272127.3275030 

A Simple Diffuse Fluorescent BBRRDF Model
Jung, A.; Hanika, J.; Marschner, S.; Dachsbacher, C.
2018. Proceedings of the Eurographics 2018 Workshop on Material Appearance Modeling, 15–18, Eurographics Association. doi:10.2312/mam.20181193 

Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery
Acatay, O.; Sommer, L.; Schumann, A.; Beyerer, J.
2018. 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2018.8639127 

Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval
Schumann, A.; Sommer, L.; Vogler, M.; Beyerer, J.
2018. 2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–6, Institute of Electrical and Electronics Engineers (IEEE) 

Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data
Sommer, L.; Acatay, O.; Schumann, A.; Beyerer, J.
2018. 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–6, Institute of Electrical and Electronics Engineers (IEEE) 

A systematic evaluation of recent deep learning architectures for fine-grained vehicle classification
Valev, K.; Schumann, A.; Sommer, L.; Beyerer, J.
2018. Pattern Recognition and Tracking XXIX : 18-19 April 2018, Orlando, Florida, United States. Ed.: Mohammad S. Alam, Art.Nr.: 1064902, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2305062 

Semantic labeling based vehicle detection in aerial imagery
Nie, K.; Sommer, L.; Schumann, A.; Beyerer, J.
2018. 2018 IEEE Winter Conference on Applications of Computer Vision - WACV 2018: 12-15 March 2018, Lake Tahoe, Nevada / general chairs: Gérard Medioni, Anthony Hoogs, Scott McCloskey, 626–634, Institute of Electrical and Electronics Engineers (IEEE) 

Multi feature deconvolutional faster r-cnn for precise vehicle detection in aerial imagery
Sommer, L.; Schumann, A.; Schuchert, T.; Beyerer, J.
2018. 2018 IEEE Winter Conference on Applications of Computer Vision - WACV 2018 : proceedings : 12-15 March 2017, Lake Tahoe, Nevada, 635–642, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV.2018.00075 

UA-DETRAC 2018: Report of AVSS2018 & IWT4S challenge on advanced traffic monitoring
Lyu, S.; Chang, M.-C.; Du, D.; Li, W.; Wei, Y.; Del Coco, M.; Carcagnì, P.; Schumann, A.; Munjal, B.; Choi, D.-H.
2018. 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2018.8639089 

Attribute-based Person Retrieval and Search in Video Sequences
Schumann, A.; Specker, A.; Beyerer, J.
2018. 2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2018.8639114 

Real-Time Traffic Assignment Using Fast Queries in Customizable Contraction Hierarchies
Buchhold, V.; Sanders, P.; Wagner, D.
2018. Proceedings of the 17th International Symposium on Experimental Algorithms (SEA’18). Ed.: G. d’Angelo, Article no: 27, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (LZI). doi:10.4230/LIPIcs.SEA.2018.27  

On the Persistence of Strongly Embedded Ties
Brandes, U.; Hamann, M.; Ortmann, M.; Wagner, D.
2018. Computational Social Science in the Age of Big Data: Concepts, Methodologies, Tools, and Applications. Ed.: C. Stützer, 213–234, Herbert von Halem Verlagsgesellschaft 

I/O-Efficient Generation of Massive Graphs Following the LFR Benchmark
Hamann, M.; Meyer, U.; Penschuck, M.; Tran, H.; Wagner, D.
2018. Journal of experimental algorithmics, 23, Article no: 2.5. doi:10.1145/3230743 

On the timeliness of the four elements
Müller, C.
2018. Journal of new frontiers in spatial concepts, 10, 17–22 

Technology Entrepreneurship : Insights in New Technology-Based Firms, Research Spin-Offs and Corporate Environments
Presse, A.; Terzidis, O. (Eds.)
2018. Springer International Publishing. doi:10.1007/978-3-319-73509-2 

A Unified Model of the Technology Push Process and Its Application in a Workshop Setting
Terzidis, O.; Vogel, L.
2018. Technology Entrepreneurship: Insights in New Technology-Based Firms, Research Spin-Offs and Corporate Environments. Ed.: A. Presse, 111–135, Springer International Publishing 

Moment-Based Methods for Real-Time Shadows and Fast Transient Imaging
Peters, C.
2018. Ausgezeichnete Informatikdissertationen 2017. Hrsg.: S. Hölldobler, 201–210, Gesellschaft für Informatik (GI) 

Moment-Based Order-Independent Transparency
Münstermann, C.; Krumpen, S.; Klein, R.; Peters, C.
2018. Proceedings of the ACM on Computer Graphics and Interactive Techniques, 1 (1), 7.1–20. doi:10.1145/3203206  

Minimum Resistance Anisotropy of Epitaxial Graphene on SiC
Momeni Pakdehi, D.; Aprojanz, J.; Sinterhauf, A.; Pierz, K.; Kruskopf, M.; Willke, P.; Baringhaus, J.; Stöckmann, J. P.; Traeger, G. A.; Hohls, F.; Tegenkamp, C.; Wenderoth, M.; Ahlers, F. J.; Schumacher, H. W.
2018. ACS applied materials & interfaces, 10 (6), 6039–6045. doi:10.1021/acsami.7b18641 

Enhanced quantum coherence in exchange coupled spins via singlet-triplet transitions
Bae, Y.; Yang, K.; Willke, P.; Choi, T.; Heinrich, A. J.; Lutz, C. P.
2018 

Enhanced quantum coherence in exchange coupled spins via singlet-triplet transitions
Bae, Y.; Yang, K.; Willke, P.; Choi, T.; Heinrich, A. J.; Lutz, C. P.
2018. Science advances, 4 (11), Art.-Nr.: eaau4159. doi:10.1126/sciadv.aau4159  

Probing quantum coherence in single-atom electron spin resonance
Willke, P.; Paul, W.; Natterer, F. D.; Yang, K.; Bae, Y.; Choi, T.; Fernández-Rossier, J.; Heinrich, A. J.; Lutz, C. P.
2018. Science advances, 4 (2), Art.-Nr.: eaaq1543. doi:10.1126/sciadv.aaq1543  

Electrically controlled nuclear polarization of individual atoms
Yang, K.; Willke, P.; Bae, Y.; Ferrón, A.; Lado, J. L.; Ardavan, A.; Fernández-Rossier, J.; Heinrich, A. J.; Lutz, C. P.
2018. Nature nanotechnology, 13 (12), 1120–1125. doi:10.1038/s41565-018-0296-7 

Hyperfine interaction of individual atoms on a surface
Willke, P.; Bae, Y.; Yang, K.; Lado, J. L.; Ferrón, A.; Choi, T.; Ardavan, A.; Fernández-Rossier, J.; Heinrich, A. J.; Lutz, C. P.
2018. Science, 362 (6412), 336–339. doi:10.1126/science.aat7047 

Examples for CNN training and classification on Sentinel-2 data
Leitloff, J.; Riese, F. M.
2018. doi:10.5281/zenodo.3268451 

Artificial Intelligence in Service Systems
Kühl, N.
2018, December 19. Invited Seminar (2018), University of Auckland, December 19, 2018 

Consequentialism – New Directions, New Problems
Seidel, C. (Ed.)
2018. Oxford University Press (OUP). doi:10.1093/oso/9780190270117.001.0001 

Die Rechte der Bibliotheken, Museen und Archive nach dem Urheberrechts-Wissensgesellschafts-Gesetz. master’s thesis
Riedling, J.
2018. Technische Universität 

Urheberrecht
Upmeier, A.
2018. Erfolgreiches Management von Bibliotheken und Informationseinrichtungen: Fachratgeber für die Bibliotheksleitung und Bibliothekare. Hrsg.: H.-C. Hobohm, Dashöfer 

Datenschutz
Upmeier, A.
2018. Erfolgreiches Management von Bibliotheken und Informationseinrichtungen: Fachratgeber für die Bibliotheksleitung und Bibliothekare. Hrsg.: H.-C. Hobohm, Dashöfer 

Die Rolle der Bibliotheken in einem künftigen Urheberrechts-Wissensgesellschafts-Gesetz (UrhWissG)
Upmeier, A.
2018. Zeitschrift für geistiges Eigentum, 10 (3), 301–309. doi:10.1628/zge-2018-0024 

Semiconductor-based narrow-line and high-brilliance 193-nm laser system for industrial applications
Opalevs, D.; Scholz, M.; Gilfert, C.; Vetter, A.; Kirner, R.; Rockstuhl, C.; Scharf, T.; Voelkel, R.; Li, R. K.; Liu, L. J.; Wang, X. Y.; Leisching, P.; Noell, W.; Chen, C.; Stuhler, J.
2018. Solid State Lasers XXVII: Technology and Devices. Ed.: W.A. Clarkson, Article no: 105112C, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2290288  

Modeling of wave diffusion from thermal cracking
Azzola, J.; Schmittbuhl, J.; Zigone, D.; Magnenet, V.; Griffiths, L.; Masson, F.; Heap, M.; Baud, P.
2018. EGU General Assembly Conference Abstracts, 12287 

Analogue and Numerical Modelling of Elastic Strain Effect on Coda Wave Interferometry
Azzola, J.; Schmittbuhl, J.; Zigone, D.; Lengliné, O.; Magnenet, V.; Masson, F.
2018. AGU Fall Meeting Abstracts 

Coda wave interferometry during the heating of deep geothermal reservoir rocks
Azzola, J.; Griffiths, L.; Schmittbuhl, J.; Zigone, D.; Magnenet, V.; Masson, F.; Heap, M.; Baud, P.
2018. Geothermal Energy, 6 (1), 21. doi:10.1186/s40517-018-0107-2  

Direct Modeling of the Mechanical Strain Influence on Coda Wave Interferometry
Azzola, J.; Schmittbuhl, J.; Zigone, D.; Magnenet, V.; Masson, F.
2018. Journal of geophysical research / Solid earth, 123 (4), 3160–3177. doi:10.1002/2017JB015162  

Classification Methods for 16S rRNA Based Functional Annotation
Kulakowski, R.; Lausen, A.; Low-Decarie, E.; Lausen, B.
2018. Archives of Data Science, Series A (Online First), 4 (1), A17, 23 S. online. doi:10.5445/KSP/1000085951/17  

Weiterentwicklung eines modellgestützten Navigationssystems für einen Quadrokopter. bachelor’s thesis
Kälble, J.
2018. Karlsruher Institut für Technologie (KIT) 

Robuste Fenster-Detektion in Innenräumen mit optischen Sensoren. bachelor’s thesis
Ahrens, J.
2018. Karlsruher Institut für Technologie (KIT) 

Optimization of a 2D Laser SLAM System for Micro Aerial Vehicles. bachelor’s thesis
Khalfallah, M.
2018. Karlsruher Institut für Technologie (KIT) 

Strategien zur Lösung des Lokale-Minima-Problems innerhalb der APF-Methode. bachelor’s thesis
Zoellinger, M.
2018. Karlsruher Institut für Technologie (KIT) 

Innenraumnavigation und Kartierung mit RGB-D Daten. bachelor’s thesis
Reascos Portilla, A. K.
2018. Karlsruher Institut für Technologie (KIT) 

Kalibrierung und Integration von Magnetfeldsensoren für ein Fußgängernavigationssystem. bachelor’s thesis
Weik, B.
2018. Karlsruher Institut für Technologie (KIT) 

Fusion von GNSS-Rohdaten und Visueller Odometrie durch graphenbasiertes SLAM. master’s thesis
Schreiber, A.
2018, January 15 

Optimale Gewichtung von GNSS Messungen mittels Neuronaler Netze. master’s thesis
Weiler, M.
2018, March 28 

Aufzug- und Rolltreppenerkennung für Personennavigationssysteme. master’s thesis
Qian, S.
2018, January 19 

Deep Learning basierte Bildklassifkation zur Generierung semantischer Informationen in Innenräumen. master’s thesis
Rieskamp, T.
2018, March 28 

Entwicklung und Test von GNSS Integritätsalgorithmen für die Personenlokalisierung. master’s thesis
Zhang, Z.
2018, July 8 

Implementierung und Test eines visuellen Odometrieverfahrens basierend auf RGB-D Daten. master’s thesis
Moser, L.
2018, November 30 

Bildbasierte Ortswiedererkennung und Kartierung zur Navigationsstützung. master’s thesis
Gaedicke, N.
2018, August 1 

Supervised Domain Adaptation for Deep Semantic Segmentation. master’s thesis
Bieder, F.
2018, August 8 

Semantische Segmentierung durch Deep Learning für die Verarbeitung von Punktwolken. master’s thesis
Chouikh, G.
2018, October 9 

Das Verhalten von mono- und bifluiden Tropfen unter aerodynamischer Last: eine numerische Studie mit SPH. PhD dissertation
Wieth, L.
2018. Logos Verlag Berlin 

Women in EU as Seen by Dynamic Principal Component Analysis (PCA)
Markowska, M.; Sokołowski, A.; Rygiel, A.
2018. Archives of Data Science, Series A (Online First), 4 (1), A18, 18 S. online. doi:10.5445/KSP/1000085951/18  

Application of the Stochastic Field Method to Multi‐Fluid Flow
Raquet, M. R.; Class, A. G.; Edelbauer, W.
2018. Proceedings in applied mathematics and mechanics, 18 (1), e201800226. doi:10.1002/pamm.201800226 

Classifying Music Genres Using Image Classification Neural Networks
Hassen, A. K.; Janßen, H.; Assenmacher, D.; Preuss, M.; Vatolkin, I.
2018. Archives of Data Science, Series A (Online First), 5 (1), A20, 18 S. online. doi:10.5445/KSP/1000087327/20  

Margin-based Refinement for Linear Discriminant Analysis
Dörksen, H.; Lohweg, V.
2018. Archives of Data Science, Series A (Online First), 4 (1), A12, 21 S. online. doi:10.5445/KSP/1000085951/12  

Machine Vision Algorithms and Applications
Steger, C.; Ulrich, M.; Wiedemann, C.
2018. Wiley-VCH Verlag 

MVTec D2S: Densely Segmented Supermarket Dataset
Follmann, P.; Böttger, T.; Härtinger, P.; König, R.; Ulrich, M.
2018. Computer Vision – ECCV 2018. Ed.: V. Ferrari, 581–597, Springer. doi:10.1007/978-3-030-01249-6_35 

A Future-Oriented Agent-Based Simulation to Improve Urban Critical Infrastructure Resilience
Münzberg, T.; Müller, T.; Raskob, W.
2018. Urban Disaster Resilience and Security – Addressing Risks in Societies. Ed.: A. Fekete, 261–284, Springer International Publishing. doi:10.1007/978-3-319-68606-6_16 

Application to CONFIDENCE with negotiation in emergency situations
Bai, S.
2018. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000118455  

ABM tool with artificial intelligence: Automated negotiation simulation
Bai, S.; Müller, T.; Raskob, W.
2018 

On the robustness of seismic moment tensor inversions for mid-ocean earthquakes: the Azores archipelago
Frietsch, M.; Ferreira, A. M. G.; Vales, D.; Carrilho, F.
2018. Geophysical journal international, 215 (1), 564–584. doi:10.1093/gji/ggy294  

Satellite data is for everyone: Insights into modern remote sensing research with open data and Python
Riese, F. M.; Leitloff, J.
2018. doi:10.5281/zenodo.4056516 

Pneumatic single hit test rig for analysis of the stress wave profile of non-uniform impacting rods
Burgert, J.; Seemann, W.; Moilanen, C.; Montonen, J.; Miettinen, J.; Saarenrinne, P.
2018. Proceedings of ISMA2018, International Conference on Noise and Vibration Engineering/USD2018, International Conference on Uncertainty in Structural Dynamics : Leuven, Belgium, 17 - 19 September, 2018. Ed.: W. Desmet, 3535–3547, KU Leuven 

Comparison of a numerical versus an analytical approach to calculate 1D impact problems of non‐uniform cross sections
Burgert, J.; Seemann, W.
2018. Proceedings in applied mathematics and mechanics, 18 (1), e201800250. doi:10.1002/pamm.201800250 

Model-Free Trajectory-based Policy Optimization with Monotonic Improvement
Akrour, R.; Abdolmaleki, A.; Abdulsamad, H.; Peters, J.; Neumann, G.
2018. Journal of machine learning research, 19 (14), 1–25  

Energy-efficient design and control of a vibro-driven robot
Liu, P.; Neumann, G.; Fu, Q.; Pearson, S.; Yu, H.
2018. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 1-5 October 2018, Madrid, Spain, 1464–1469, Institute of Electrical and Electronics Engineers (IEEE) 

Efficient Gradient-Free Variational Inference using Policy Search
Arenz, O.; Zhong, M.; Neumann, G.
2018. Proceedings of the 35th International Conference on Machine Learning, 10-15 July 2018, Stockholm, Sweden 

Directly Printable Flexible Strain Sensors for Bending and Contact Feedback of Soft Actuators
Elgeneidy, K.; Neumann, G.; Jackson, M.; Lohse, N.
2018. Frontiers in robotics and AI, 5, Art.-Nr.: 2. doi:10.3389/frobt.2018.00002  

Contact Detection and Size Estimation using a Modular Soft Gripper with Embedded Flex Sensors
Elgeneidy, K.; Neumann, G.; Pearson, S.; Jackson, M.; Lohse, N.
2018. 2018 IEEE/RSJ International Conferenceon Intelligent Robots and Systems, IROS 2018, October, 1-5, 2018, Madrid, Spain, 498–503, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS.2018.8593399 

An algorithmic perspective on imitation learning
Osa, T.; Pajarinen, J.; Neumann, G.; Bagnell, J. A.; Abbeel, P.; Peters, J.
2018. Now. doi:10.1561/2300000053 

Using probabilistic movement primitives in robotics
Paraschos, A.; Daniel, C.; Peters, J.; Neumann, G.
2018. Autonomous robots, 42 (3), 529–551. doi:10.1007/s10514-017-9648-7 

Learning robust policies for object manipulation with robot swarms
Gebhardt, G. H. W.; Daun, K.; Schnaubelt, M.; Neumann, G.
2018. 2018 IEEE International Conference on Robotics and Automation (ICRA), 21-25 May 2018, Brisbane, QLD, Australia, 7688–7695, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA.2018.8463215 

Learning coupled forward-inverse models with combined prediction errors
Koert, D.; Maeda, G.; Neumann, G.; Peters, J.
2018. 2018 IEEE International Conference on Robotics and Automation (ICRA), 21-25 May 2018, Brisbane, QLD, Australia, 2433–2439, Institute of Electrical and Electronics Engineers (IEEE) 

Agricultural Robotics: The Future of Robotic Agriculture
Duckett, T.; Pearson, S.; Blackmore, S.; Grieve, B.; Chen, W.-H.; Cielniak, G.; Cleaversmith, J.; Dai, J.; Davis, S.; Fox, C.; From, P.; Georgilas, I.; Gill, R.; Gould, I.; Hanheide, M.; Iida, F.; Mihalyova, L.; Nefti-Meziani, S.; Neumann, G.; Paoletti, P.; et al.
2018. UK-RAS Network 

Towards real-time robotic motion planning for grasping in cluttered and uncertain environments
Liu, P.; Elgeneidy, K.; Pearson, S.; Huda, N.; Neumann, G.
2018. 19th Towards Autonomous Robotic Systems (TAROS) Conference, 25-27 July 2018, Bristol, UK, 481–483, Springer 

Printable Soft Grippers with Integrated Bend Sensing for Handling of Crops
Elgeneidy, K.; Liu, P.; Pearson, S.; Lohse, N.; Neumann, G.
2018. Towards Autonomous Robotic Systems: 19th Annual Conference, TAROS 2018, Bristol, UK July 25-27, 2018, Proceedings. Ed.: M. Giuliani, 479–480, Springer. doi:10.1007/978-3-319-96728-8 

Hierarchical Reinforcement Learning of Multiple Grasping Strategies with Human Instructions
Osa, T.; Peters, J.; Neumann, G.
2018. Advanced robotics, 32 (18), 955–968. doi:10.1080/01691864.2018.1509018 

Sample and feedback efficient hierarchical reinforcement learning from human preferences
Pinsler, R.; Akrour, R.; Osa, T.; Peters, J.; Neumann, G.
2018. 2018 IEEE International Conference on Robotics and Automation (ICRA), 21-25 May 2018, Brisbane, QLD, Australia, 596–601, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA.2018.8460907 

Elevator and Escalator Classification for Precise Indoor Localization
Kronenwett, N.; Qian, S.; Mueller, K.; Trommer, G. F.
2018. 2018 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IPIN.2018.8533804 

Classifying Music Genres Using Image Classification Neural Networks
Hassen, A. K.; Janßen, H.; Assenmacher, D.; Preuss, M.; Vatolkin, I.
2018. Archives of Data Science, Series A (Online First), 5 (1), A20, 18 S. online 

Margin-based Refinement for Linear Discriminant Analysis
Dörksen, H.; Lohweg, V.
2018. Archives of Data Science, Series A (Online First), 4 (1), A12, 21 S. online 

Features of federated filtering methods in navigation data processing
Litvinenko I.A.; Tupysev V.; Trommer G.F.
2018. Proceedings of the 16th World Congress - International Association of Institutes of Navigation World Congress (IAIN) Nov. 28 – Dec. 1, 2018, Chiba, Japan, E6–2 

SDN Cockpit: Teaching Networks with Networks
Hauke Heseding; Robert Bauer; Martina Zitterbart
2018. DFN-Mitteilungen, 94, 33–37 

Deccan volcanism caused coupled pCO2 and terrestrial temperature rises, and pre-impact extinctions in northern China
Zhang, L.; Wang, C.; Wignall, P. B.; Kluge, T.; Wan, X.; Wang, Q.; Gao, Y.
2018. Geology, 46 (3), 271–274. doi:10.1130/G39992.1 

Dimensioning of battery storage as temporary equipment during grid reinforcement caused by electric vehicles
Held, L.
2018, October 10. 2nd International Symposium on Energy System Optimization (ISESO 2018), Karlsruhe, Germany, October 10–11, 2018  

Self-Consumption and Self-sufficiency Level in an Energy Cell with a high Penetration of PV and a Hybrid Battery Storage System
Held, L.; Weber, G.; Zimmerlin, M.; Suriyah, M. R.; Leibfried, T.; Armbruster, M.; Höche, R.
2018. 8th International Workshop on Integration of Solar Power into Power Systems, Stockholm, Sweden, 15. - 16.10. 2018, Energynautics GmbH 

Simplification Methods for Optimal Dimensioning of Energy Storage Systems and Heating Devices using Time Series Load and Infeed Data
Zimmerlin, M.; Fritz, M.; Held, L.; Suriyah, M. R.; Leibfried, T.
2018. 8th International Workshop on Integration of Solar Power into Power Systems, Stockholm, Sweden, 15. - 16.10. 2018, Energynautics GmbH