Prof. Dr.-Ing. Christoph M. Friedrich

Person

Publikationen

Lehre

Publikationen - Tagungen (Auswahl)

Zusammenfassungen:

Publikationen und Konferenzbeiträge:

  1. T. Ameler, K. Blohme, L. Brandt, R. Brüngel, A. Hensel, L. Huber, F. Kuper, J. Swoboda, M. Warnecke, M. Warzecha, D. Heß, J. Frömke, A. Schmitz-Stolbrink, and C. M. Friedrich, „A Comparative Evaluation of SteamVR Tracking and the OptiTrack System for Medical Device Tracking“, accepted for Proceedings of the 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC 2019, Berlin, Germany, July 23-27, 2019.
  2. H. Schäfer, and C. M. Friedrich, „UMLS mapping and Word embeddings for ICD code assignment using the MIMIC-III intensive care database“, accepted for Proceedings of the 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC 2019, Berlin, Germany, July 23-27, 2019.
  3. L. Bloch, and C. M. Friedrich, „Classification of Alzheimers Disease using volumetric features of multiple MRI scans“, accepted for Proceedings of the 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC 2019, Berlin, Germany, July 23-27, 2019.
  4. O. Pelka, F. Nensa, and C. M. Friedrich, „Variations on Branding with Text Occurrence for Optimized Body Parts Classification“, accepted for Proceedings of the 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC 2019, Berlin, Germany, July 23-27, 2019.
  5. B. Ionescu, H. Müller, R. Peteri, D.-T. Dang-Nguyen, L. Piras, M. Riegler, M.-T. Tran, M. Lux, C. Gurrin, Y. D. Cid, V. Liauchuk, V. Kovalev, A. B. Abacha, S. A. Hasan, V. Datla, J. Liu, D. Demner-Fushman, O. Pelka, C. M. Friedrich, J. Chamberlain, A. Clark, A. Garca Seco de Herrera, N. Garcia, E. Kavallieratou, C. R. del Blanco, C. C. Rodriguez, N. Vasillopoulos, and K. Karampidis, „ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications“, in Advances in Information Retrieval. Proceedings of the 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14–18, 2019, Proceedings, Part II, Lecture Notes in Computer Science (LNCS) Volume 11438, Seite 301-308, DOI: 10.1007/978-3-030-15719-7_40, Springer Verlag, 2019.
  6. O. Pelka, F. Nensa und C. M. FriedrichOptimizing Body Region Classification with Deep Convolutional Activation Features“, Proceedings of the European Conference on Computer Vision (ECCV 2018) Computer Vision Workshops, Munich, Germany, September 8-14, 2018, Lecture Notes in Computer Science (LNCS) Volume 11132, Seite 699-704, DOI: 10.1007/978-3-030-11018-5_60, Springer Verlag, 2019.
  7. G. Al Assali, B. Petzold, A.L. Tu, A. Lichota, F. Edelhäuser, D. Cysarz, C.M. Friedrich, M. Marsch, W. Scharbrodt und C. Raak „Three-dimensional time dependent ICP-curve analyses as a new insight in waveform analysis based on an algorithm tagging the start point of any particular intracranial pressure-wave“, Proceedings of the Congress of the European Association of Neurosurgical Societies (EANS 2018), Brüssel, Belgien, Oktober 21-25, 2018.
  8. O. Pelka, S. Koitka, J. Rückert, F. Nensa und C. M. FriedrichRadiology Objects in COntext (ROCO): A Multimodal Image Dataset“, Proceedings of the MICCAI Workshop on Large-scale Annotation of Biomedical data and Expert Label Synthesis (MICCAI LABELS 2018), Granada, Spanien, September 16, 2018, Lecture Notes in Computer Science (LNCS) Volume 11043, Seite 180-189, DOI: 10.1007/978-3-030-01364-6_20, Springer Verlag, 2018.
  9. M. Trotzek, S. Koitka und C. M. Friedrich, „Early Detection of Depression Based on Linguistic Metadata Augmented Classifiers Revisited“, Best of Labs Paper in Experimental IR Meets Multilinguality, Multimodality, and Interaction. Proceedings of the Ninth International Conference of the CLEF Association (CLEF 2018), Avignon, Frankreich, September 10-14, 2018, Lecture Notes in Computer Science (LNCS) Volume 11018, Seite 191-202, DOI: 10.1007/978-3-319-98932-7_18, Springer Verlag, 2018.
  10. M. Trotzek, S. Koitka und C. M. Friedrich, „Word Embeddings and Linguistic Metadata at the CLEF 2018 Tasks for Early Detection of Depression and Anorexia“, Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Avignon, Frankreich, September 10-14, 2018, CEUR-WS Proceedings Notes, Volume 2125, 2018.
  11. C. Ehmke, F. Wessling und C. M. Friedrich, „Proof-of-Property - A Lightweight and Scalable Blockchain Protocol“, In IEEE/ACM 1st International Workshop on Emerging Trends in Software Engineering for Blockchain (WETSEB 2018), Seite 48-51, ICSE 2018, May 27, 2018, Gothenburg, Sweden. ACM, New York, NY, USA, DOI: 10.1145/3194113.3194122, 2018.
  12. O. Pelka, F. Nensa und C. M. Friedrich, „Adopting Semantic Information of Grayscale Radiographs for Image Classification and Retrieval“, Special Session on Knowledge Acquisition and Learning in Semantic Interpretation of Medical Image Structures in Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies, Seite 179-187, Madeira, Portugal, Januar 19-21, 2018, DOI: 10.5220/0006732301790187, 2018.
  13. M. Eckert, M. Blex und C. M. Friedrich, „Object detection featuring 3D audio localization for Microsoft HoloLens; A deep learning based sensor substitution approach for the blind“, Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies, Seite 555-561, Madeira, Portugal, Januar 19-21, 2018, DOI: 10.5220/0006655605550561, 2018.
  14. R. Brüngel, J. Rückert, W. Wohlleben, F. Babick, A. Ghanem, C. Gaillard, A. Mech, H. Rauscher, S. Weigel and C. M. Friedrich, „The NanoDefiner E-Tool – A Decision Support Framework for Recommendation of suitable Measurement Techniques for the Assessment of potential Nanomaterials“, Proceedings of the 12th IEEE Nanotechnology Materials and Devices Conference (NMDC), Singapore, Singapore, October 2-4, Seite 71-72, DOI: 10.1109/NMDC.2017.8350509, 2017.
  15. L. Hövelmann und C. M. Friedrich, „Fasttext and Gradient Boosted Trees at GermEval-2017 on Relevance Classification and Document-level Polarity“, Proceedings of the German Society for Computational Linguistics and Language Technology (GSCL) Workshop: GermEval Shared Task on Aspect-based Sentiment in Social Media Customer Feedback, Berlin, Germany, September 12, 2017.
  16. A. R. Ludwig, H. Piorek, A. H. Kelch, D. Rex, S. Koitka, and C. M. Friedrich, „Improving Model Performance for Plant Image Classification With Filtered Noisy Images“, Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017, CEUR-WS Proceedings Notes, Volume 1866, 2017.
  17. A. Fritzler, S. Koitka und C. M. Friedrich, „Recognizing Bird Species in Audio Files Using Transfer Learning“, Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017, CEUR-WS Proceedings Notes, Volume 1866, 2017.
  18. O. Pelka und C. M. Friedrich, „Keyword Generation for Biomedical Image Retrieval with Recurrent Neural Networks“, Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017, CEUR-WS Proceedings Notes, Volume 1866, 2017.
  19. M. Trotzek, S. Koitka und C. M. Friedrich, „Linguistic Metadata Augmented Classifiers at the CLEF 2017 Task for Early Detection of Depression“, Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017, CEUR-WS Proceedings Notes, Volume 1866, 2017.
  20. S. Koitka und C. M. Friedrich, „Optimized Convolutional Neural Network Ensembles for Medical Subfigure Classification“, In Experimental IR Meets Multilinguality, Multimodality, and Interaction 8th International Conference of the CLEF Association, CLEF 2017, Lecture Notes in Computer Science (LNCS) 10456, Seiten 57-68, DOI: 10.1007/978-3-319-65813-1_5, Springer Verlag, Dublin, Ireland, September 11-14, 2017.
  21. R. Brüngel, J. Rückert, W. Wohlleben, F. Babick, A. Ghanem, C. Gaillard, A. Mech, H. Rauscher, S. Weigel and C. M. Friedrich, „A flexible and extensible Knowledge Base for Mapping of Measurement Technique Performances and Material Properties in the NanoDefiner“, Posterpräsentation June 21-23, Euronanoforum 2017, Malta, 2017.
  22. R. Brüngel, J. Rückert, W. Wohlleben, F. Babick, A. Ghanem, C. Gaillard, A. Mech, H. Rauscher und C. M. FriedrichThe NanoDefiner E-Tool for Nanomaterial Classification”, Posterpräsentation, New Tools and Approaches for Nanomaterials Safety Assessment, Book of Abstracts, Seite 113, DOI: 10.13140/RG.2.2.26504.62722, February 7-9, 2017 – Malaga, Spain.
  23. S. Koitka und C. M. FriedrichTraditional Feature Engineering and Deep Learning Approaches at Medical Classification Task of ImageCLEF 2016; FHDO Biomedical Computer Science Group (BCSG)”, Working Notes of CLEF 2016 - Conference and Labs of the Evaluation Forum, Evora, Portugal, September 5-8, 2016, CEUR-WS Proceedings Notes, Volume 1609, Seiten 304-317, 2016.
  24. O. Pelka und C. M. Friedrich, "FHDO Biomedical Computer Science Group at Medical Classification Task of ImageCLEF 2015", Working Notes of CLEF 2015 - Conference and Labs of the Evaluation Forum, Toulouse, France, September 8-11, 2015. CEUR-WS Proceedings Notes, Volume 1391, No. 14, 2015.
  25. I. Chebouti, A. Bankfalvi, C. M. Friedrich, R. Kimmig und S. Kasimir-Bauer, Association between tumor infiltrating immune cells, circulating tumor cells in blood and disseminated tumor cells in the bone marrow in patients with primary ovarian cancer”, Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia (PA): AACR. Abstract 369, 2015.
  26. S. Kasimir-Bauer, A. Spiekermann, C. M. Friedrich, O. Hoffmann, K. W. Schmid, R. Kimmig und A. Bankfalvi, “Association between tumor infiltrating immune cells and disseminated tumor cells in the bone marrow of patients with primary breast cancer: a ten year follow-up.”, Posterpräsentation, San Antonio Breast Cancer Symposium (SABC2015), 2015.
  27. D. Müller, C. M. Friedrich und C. Engels, Predictive Analytics on SAP HANA.”, Proceedings of the International Research Conference 2014, Seiten 107-114, FH Dortmund, ISBN 978-3-00-048270-0 Germany, 2014.
  28. C. Engels, C. M. Friedrich und D. Müller, “Raising the power of Ensemble Techniques”, Seiten 91-93, Technische Berichte des Hasso-Plattner Instituts Nummer 88, HPI Future SOC Lab: Proceedings 2013, 2013.
  29. M. Hülsmann, D. Borscheid, C. M. Friedrich und D. Reith, "General Sales Forecast Models for Automobile Markets Based on Time Series Analysis and Data Mining Techniques", Proceedings of the 11th Industrial Conference on Data Mining (ICDM 2011), DOI: 10.1007/978-3-642-23184-1_20, Seite 255-269, Lecture Notes in Artificial Intelligence (LNAI) 6870, 2011,  New York, USA, Springer Verlag.
  30. H. Gurulingappa, B. Müller, M. Hofmann-Apitius, R. Klinger, H.-T. Mevissen, C. M. Friedrich und J. Fluck, "Prior Art Search in Chemistry Patents Based On Semantic Concepts and Co-Citation Analysis", Proceedings of the Nineteenth Text REtrieval Conference (TREC 2010), Gaithersburg, Maryland, USA, November 16-19, 2010.
  31. C. M. Friedrich, C. Ebeling, R. Risselada, M. MCJM Sturkenboom, M. Cruz-Villa, F. Cambien, S. Yilmaz, M. Rashid, J. McGregor, A. Bauer-Mehren, A. Chiarini, A. Marzo, R. Lycett, J. Pozo, G. Berti, M. Hofmann-Apitius, R. Hose, P. Bijlenga und A. Frangi, „Data Mining in Multi-modal, Multi-scale and Multi-level Data; Examples from the @neurIST Project“, Conference on the Virtual Physiological Human (VPH 2010), 2010, Brüssel, Belgien.
  32. P. Bijlenga, M. Jaegersberg, V. M. Pereira, G. Zilani, J. Blasco, P. Singh, P. Bukovics, R. Risselada, P. Summers, T. Sola, C. Ebeling, C. M. Friedrich, K. O. Lovblad, M. MCJM. Sturkenboom, E. Vivas, T. P. Doczi, D. Rüfenacht, U. Patel, S. Coley, J. Macho, J. V. Byrne, K. Schaller, A. F. Frangi, „Can ISUIA Conclusions Be Applied to All Anterior Circulation Aneurysms?“, 60th Congress of Neurological Surgeons (CNS 2010), 2010, Abstract 38, San Francisco, USA.
  33. S. Yilmaz, P. Bijlenga, M. Rashid, S. Collot-Teixeira, J. Brocheton, C. Proust, M. Rotiva, R. Risselada , P. Summers , J. Blasco, P. Singh, A. Waterworth, C. Ebeling, C. M. Friedrich, A. F. Frangi, J. Macho, J. Byrne, M. CJM Sturkenboom, K. Schaller, F. Cambien, M. Günel, and J.L. McGregor, „Gene Expression Signature in Peripheral Blood cells detects intracranial aneurysm“, 60th Congress of Neurological Surgeons (CNS 2010), 2010, Abstract 913, San Francisco, USA.
  34. B. Müller, R. Klinger, H. Gurulingappa, H.-T. Mevissen, M. Hofmann-Apitius, J. Fluck und C. M. Friedrich, „Abstracts versus Full Texts and Patents: A Quantitative Analysis of Biomedical Entities“, Advances in Multidisciplinary Retrieval, Proceedings of the 1st Information Retrieval Facility Conference (IRFC), Lecture Notes in Computer Science (LNCS) 6107, Springer Verlag, 2010, Wien, Österreich, 152-165.
  35. H. Gurulingappa, B. Müller, R. Klinger, H.-T. Mevissen, M. Hofmann-Apitius, J. Fluck und C. M. Friedrich, „Patent Retrieval in Chemistry based on Semantically Tagged Named Entities“, Proceedings of the Eighteenth Text RETrieval Conference (TREC 2009), Gaithersburg, Maryland, USA, November 2009.
  36. R. Klinger und C. M. Friedrich, „User's Choice of Precision and Recall in Named Entity Recognition“, In Proceedings of Recent Advances in Natural Language Processing (RANLP), Borovets, Bulgarien, 192-196, 2009.
  37. R. Klinger und C. M. Friedrich, „Feature Subset Selection in Conditional Random Fields for Named Entity Recognition.“, In Proceedings of Recent Advances in Natural Language Processing (RANLP), Borovets, Bulgarien, 185-191, 2009.
  38. B. Brühl, M. Hülsmann, D. Borscheid, C. M. Friedrich und D. Reith, „A Sales Forecast Model for the German Automobile Market based on Time Series Analysis and Data Mining Methods“, 9th Industrial Conference on Data Mining 2009 (ICDM 2009), DOI: 10.1007/978-3-642-03067-3_13, Lecture Notes in Artificial Intelligence (LNAI) 5633, Springer Verlag, July 2009, Leipzig, Deutschland, 146-160.
  39. C. M. Friedrich und R. Klinger, „rSMILE, an interface to the Bayesian Network package GeNIe/SMILE“, UseR! 2009, July 2009, Rennes, Frankreich, in „Book of Abstracts“, Seite 104.
  40. C. M. Friedrich und M. Gündel, „Combining Text Mining and Microarray Analysis“, UseR! 2009, July 2009, Rennes, Frankreich, in „Book of Abstracts“, Seite 63.
  41. R. Risselada, C. M. Friedrich, C. Ebeling, R. Klinger, A. Bauer-Mehren, M. Pastor, M. Cruz-Villa, J. M. Pozo, A. Frangi und M. Hofmann-Apitius, „Workflows for Data Mining in Integrated multi-modal data of Intracranial Aneurysms using KNime“, UseR! 2009, July 2009, Rennes, Frankreich, in „Book of Abstracts“, Seite 166.
  42. C. M. Friedrich, H. Dach, T. Gattermayer, G. Engelbrecht, S. Benkner und M. Hofmann-Apitius, „@neuLink: A service-oriented Application for Biomedical Knowledge Discovery“, Proceedings of the HealthGrid 2008, Studies in Health Technology and Informatics, Volume 138, Chicago, USA, Seite 165-172, IOS Press, 2008.
  43. R. Dunlop, T. Arbona, H. Rajasekaran, L. Lo Iacono, J. Fingberg, P. Summers, S. Benkner, G. Engelbrecht, A. Chiarini, C. M. Friedrich, B. Moore, P. Bijlenga, J. Iavindrasana, R. D. Hose und A. F. Frangi, „@neurIST - Chronic Disease Management through Integration of Heterogeneous Data and Computer-interpretable Guideline-Services“, Proceedings of the HealthGrid 2008, Studies in Health Technology and Informatics, Volume 138, Chicago, USA, Seite 173-177, IOS Press, 2008.
  44. J. Iavindrasana, L. Lo Iacono, H. Müller, I. Periz, P. Summers, J. Wright, C. M. Friedrich, H. Dach, T. Gattermayer, G. Engelbrecht, S. Benkner, M. Hofmann-Apitius, R. Dunlop, A. Arbona, H. Rajasekaran, J. Fingberg, A. Chiarini, B. Moore, P. Bijlenga, R. D. Hose und A. F. Frangi, „The @neurIST project“, Proceedings of the HealthGrid 2008, Studies in Health Technology and Informatics, Volume 138, Chicago, USA, Seite 161-164, IOS Press, 2008.
  45. H. Rajasekaran, L. Lo Iacono, P. Hasselmeyer, J. Fingberg, P. Summers, S. Benkner, G. Engelbrecht, A. Arbona, A. Chiarini, C. M. Friedrich, M. Hofmann-Apitius, K. Kumpf, B. Moore, P. Bijlenga, J. Iavindrasana, H. Müller, R. D. Hose, R. Dunlop und A. F. Frangi, „@neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services“, Proceedings of the 21st IEEE International Symposium on computer-based medical systems, Jyväskylä, Finnland, Seite 361-366, IEEE, 2008.
  46. C. Kolarik, R. Klinger, C. M. Friedrich, M. Hofmann-Apitius und J. Fluck, „Chemical Names: Terminological Resources and Corpora Annotation“, Proceedings of the Workshop on Building and Evaluating resources for biomedical text mining (6th edition of the Language Resources and Evaluation Conference), Marrakech, Marocco, Seite 51-58, 2008.
  47. C. M. Friedrich, M. Hofmann-Apitius, R. Dunlop, I. Chronakis, M. C. J. M. Sturkenboom, R. Risselada, B. Oliva und F. Sanz, „Initial Results on Knowledge Discovery and Decision Support for Intracranial Aneurysms“, Proceedings of HEALTHINF2008, Madeira, Portugal, Seite 265-272, INSTICC, 2008.
  48. M. Hülsmann und C. M. Friedrich, „Comparison of a Novel Combined ECOC Strategy with Different Multiclass Algorithms Together with Parameter Optimization Methods“, Proceedings of the 5th International Conference on Machine Learning and Data Mining MLDM´2007, Leipzig, Deutschland, Lecture Notes in Artificial Intelligence (LNAI) 4571, Springer Verlag, Seite 17-31, 2007.
  49. M.-E. Algorri, M. Zimmermann, C. M. Friedrich, S. Akle und M. Hofmann-Apitius, „Reconstruction of Chemical Molecules from Images“, Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC 2007, Lyon, Frankreich, Seite 4609-4613, IEEE, 2007.
  50. R. Klinger, C. M. Friedrich, J. Fluck und M. Hofmann-Apitius, „Named Entity Recognition with Combinations of Conditional Random Fields“, Proceedings of the Second BioCreative Challenge Evaluation Workshop, Madrid, Spanien, Seite 89-91, 2007.
  51. C. M. Friedrich, T. Revillion, M. Hofmann und J. Fluck, „Biomedical and Chemical Named Entity Recognition with Conditional Random Fields; The Advantages of Dictionary Features“; Proceedings of the 2nd International Symposium on Semantic Mining in Biomedicine (SMBM 2006), Jena, Deutschland, Seite 85-89, 2006.
  52. B. Han, C. M. Friedrich, R. Manthey und M. Hofmann-Apitius, „Bayesian Network Modeling for the Prediction of Treatment Outcomes of Intracranial Aneurysms“; In D. Huson, O. Kohlbacher, A. Lupas, K. Nieselt und A. Zell, editors; Short Papers and Poster Abstracts of the German Conference on Bioinformatics (GCB 2006), Tübingen, Deutschland, Seite 122, 2006.
  53. C. M. Friedrich, M. Zimmermann und M. Hofmann-Apitius, „Grid Computing - An opportunity for Biomedical and Statistical Computing“; Talk at Statistical Computing 2006; Abstracts of the Statistical Computing 2006, Schloss Reisensburg, Deutschland, Seite 5, 2006.
  54. M. Zimmermann, C. M. Friedrich und M. E. Algorri, „Combating Illiteracy in Chemistry: Towards Computer-Based Chemical Structure Reconstruction“, 1st German Conference on Chemoinformatics, Goslar, Deutschland, 2005.
  55. T. Revillion, C. M. Friedrich, J. Fluck und M. Hofmann, „Biological and Chemical Entity Recognition from text using Conditional Random Fields“, German Conference on Bioinformatics (GCB 2005), Hamburg, Deutschland, 2005.
  56. Y. Wang, L. T. Bui Thi, C. M. Friedrich, M. Zimmermann, M. Algorri, H. Noltemeier und M. Hofmann, „CSR - Chemical Structure Recognition from Images“, German Conference on Bioinformatics (GCB 2005), Hamburg, Deutschland, 2005.
  57. C. M. Friedrich, M. Belsue und E. K. Wolff, „Development of an innovative mineral catalyst added pelletised fuel from organic wastes; intermediate project results“, „Proceedings of the Global Symposium on Recycling, Waste Treatment and Clean Technologies (REWAS 2004)“, Madrid, Spanien, Publication of the Minerals, Metals and Materials Society (TMS) and Inasmet, Seite 319-325, 2004.
  58. C. M. Friedrich, „Ökologische Bewertung mit Hilfe von Fuzzy Logik, Fuzzy Arithmetik und dem Öko-Kompass”, in R. Grützner und M. Möhring, „Werkzeuge für die Modellierung und Simulation im Umweltbereich, Proceedings des 9. Workshops”, Koblenz, Deutschland, Seite 115-126, Metropolis Verlag, 1999
  59. C. M. Friedrich, „Ensembles of Evolutionary created Artificial Neural Networks and Nearest Neighbour Classifiers”, in „Advances in Soft Computing; Proceedings of the 3rd On-Line Conference on Soft Computing in Engineering and Manufacturing (WSC3)”, edited by R. Roy, T. Furuhashi and P.K. Chawdhry, Internet, Seite 288-297, Springer Verlag, 1998.
  60. C. M. Friedrich, „Ensembles of Evolutionary created Artificial Neural Networks”, in W. Grauel, „Proceedings of the 5th International Workshop on Fuzzy-Neuro-Systems (FNS 98)”, München, Deutschland, Seite 250-257, Infix Verlag, 1998.
  61. H. Dörnemann und C. M. Friedrich, "Das Projekt ELEKTRA, Berührungspunkte mit der Informatik", Posterpräsentation auf dem 12ten Symposium der Umweltinformatik (UI'98), 1998.
  62. C. M. Friedrich und C. Moraga, „Using Genetic Engineering to Find Modular Structures and Activation Functions for Architectures of Artificial Neural Networks”, in B. Reusch, „Computational Intelligence; Theory and Applications, Proceedings of the 5th Fuzzy Days 1997, Lecture Notes in Computer Science (LNCS) 1226”, Dortmund, Deutschland, Seite 150-161, Springer Verlag, 1997.
  63. C. M. Friedrich, „Using Genetic Engineering to Find Modular Structures for Architectures of Artificial Neural Networks”, in G. D. Smith, „Proceedings of the 3rd International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA 97)”, Norwich, Großbritannien, Seite 375-379, Springer Verlag, 1997.
  64. C. M. Friedrich, „Genetisches Engineering zur Suche modularer Strukturen für Architekturen künstlicher Neuronaler Netze”, in A. Grauel et al., „Proceedings of the 4th International Workshop on Fuzzy-Neuro-Systems (FNS 97)“, Soest, Deutschland, Seite 84-91, Infix Verlag, 1997. 
  65. C. M. Friedrich und C. Moraga, „An Evolutionary Method to Find Building-Blocks for Architectures of Artificial Neural Networks”, in „Proceedings of the Sixth International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU 96), Granada, Spanien, Seite 951-956, 1996