@article{11922,
  abstract     = {{Besides the core learning algorithm itself, one major question in machine learning is how to best encode given training data such that the learning technology can efficiently learn based thereon and generalize to novel data. While classical approaches often rely on a hand coded data representation, the topic of autonomous representation or feature learning plays a major role in modern learning architectures. The goal of this contribution is to give an overview about different principles of autonomous feature learning, and to exemplify two principles based on two recent examples: autonomous metric learning for sequences, and autonomous learning of a deep representation for spoken language, respectively.}},
  author       = {{Walter, Oliver and Haeb-Umbach, Reinhold and Mokbel, Bassam and Paassen, Benjamin and Hammer, Barbara}},
  journal      = {{KI - Kuenstliche Intelligenz}},
  keywords     = {{Representation learning, Metric learning, Deep representation, Spoken language}},
  pages        = {{1--13}},
  title        = {{{Autonomous Learning of Representations}}},
  doi          = {{http://dx.doi.org/10.1007/s13218-015-0372-1}},
  year         = {{2015}},
}

@techreport{11923,
  abstract     = {{In this paper we show that recently developed algorithms for unsupervised word segmentation can be a valuable tool for the documentation of endangered languages. We applied an unsupervised word segmentation algorithm based on a nested Pitman-Yor language model to two austronesian languages, Wooi and Waima'a. The algorithm was then modified and parameterized to cater the needs of linguists for high precision of lexical discovery: We obtained a lexicon precision of of 69.2\% and 67.5\% for Wooi and Waima'a, respectively, if single-letter words and words found less than three times were discarded. A comparison with an English word segmentation task showed comparable performance, verifying that the assumptions underlying the Pitman-Yor language model, the universality of Zipf's law and the power of n-gram structures, do also hold for languages as exotic as Wooi and Waima'a.}},
  author       = {{Walter, Oliver and Haeb-Umbach, Reinhold and Strunk, Jan and P. Himmelmann, Nikolaus }},
  title        = {{{Lexicon Discovery for Language Preservation using Unsupervised Word Segmentation with Pitman-Yor Language Models (FGNT-2015-01)}}},
  year         = {{2015}},
}

@inproceedings{11969,
  author       = {{Altintas, Onur and Dressler, Falko and Hagenauer, Florian and Matsumoto, Makiko and Sepulcre, Miguel and Sommer, Christoph}},
  booktitle    = {{2015 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)}},
  isbn         = {{9781467371315}},
  title        = {{{Making cars a main ICT resource in smart cities}}},
  doi          = {{10.1109/infcomw.2015.7179448}},
  year         = {{2015}},
}

@article{11980,
  author       = {{Bloessl, Bastian and Puschmann, Andre and Sommer, Christoph and Dressler, Falko}},
  issn         = {{1559-1662}},
  journal      = {{ACM SIGMOBILE Mobile Computing and Communications Review}},
  pages        = {{81--90}},
  title        = {{{Timings Matter}}},
  doi          = {{10.1145/2721896.2721913}},
  year         = {{2015}},
}

@inproceedings{11981,
  author       = {{Bloessl, Bastian and Sommer, Christoph and Dressler, Falko}},
  booktitle    = {{2015 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)}},
  isbn         = {{9781467371315}},
  title        = {{{Power matters: Automatic Gain Control for a Software Defined Radio IEEE 802.11a/g/p receiver}}},
  doi          = {{10.1109/infcomw.2015.7179325}},
  year         = {{2015}},
}

@inproceedings{11982,
  author       = {{Bloessl, Bastian and Sommer, Christoph and Dressier, Falko and Eckhoff, David}},
  booktitle    = {{2015 International Conference on Computing, Networking and Communications (ICNC)}},
  isbn         = {{9781479969593}},
  title        = {{{The scrambler attack: A robust physical layer attack on location privacy in vehicular networks}}},
  doi          = {{10.1109/iccnc.2015.7069376}},
  year         = {{2015}},
}

@inbook{12004,
  author       = {{Eckhoff, David and Sommer, Christoph}},
  booktitle    = {{Vehicular Communications and Networks}},
  isbn         = {{9781782422112}},
  title        = {{{Simulative performance evaluation of vehicular networks}}},
  doi          = {{10.1016/b978-1-78242-211-2.00012-x}},
  year         = {{2015}},
}

@inproceedings{12010,
  author       = {{Hagenauer, Florian and Dressler, Falko and Sommer, Christoph}},
  booktitle    = {{2014 IEEE Vehicular Networking Conference (VNC)}},
  isbn         = {{9781479976607}},
  title        = {{{Poster: A simulator for heterogeneous vehicular networks}}},
  doi          = {{10.1109/vnc.2014.7013339}},
  year         = {{2015}},
}

@inproceedings{12024,
  author       = {{Joerer, Stefan and Bloessl, Bastian and Segata, Michele and Sommer, Christoph and Cigno, Renato Lo and Dressler, Falko}},
  booktitle    = {{2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC)}},
  isbn         = {{9781479949120}},
  title        = {{{Fairness kills safety: A comparative study for intersection assistance applications}}},
  doi          = {{10.1109/pimrc.2014.7136395}},
  year         = {{2015}},
}

@article{12026,
  author       = {{Joerer, Stefan and Bloessl, Bastian and Segata, Michele and Sommer, Christoph and Cigno, Renato Lo and Jamalipour, Abbas and Dressler, Falko}},
  issn         = {{1536-1233}},
  journal      = {{IEEE Transactions on Mobile Computing}},
  pages        = {{1674--1685}},
  title        = {{{Enabling Situation Awareness at Intersections for IVC Congestion Control Mechanisms}}},
  doi          = {{10.1109/tmc.2015.2474370}},
  year         = {{2015}},
}

@article{12030,
  author       = {{Klingler, Florian and Dressler, Falko and Cao, Jiannong and Sommer, Christoph}},
  issn         = {{1570-8705}},
  journal      = {{Ad Hoc Networks}},
  pages        = {{258--269}},
  title        = {{{MCB – A multi-channel beaconing protocol}}},
  doi          = {{10.1016/j.adhoc.2015.08.002}},
  year         = {{2015}},
}

@inproceedings{12047,
  author       = {{Segata, Michele and Bloessl, Bastian and Joerer, Stefan and Sommer, Christoph and Gerla, Mario and Cigno, Renato and Dressler, Falko}},
  booktitle    = {{2014 7th International Workshop on Communication Technologies for Vehicles (Nets4Cars-Fall)}},
  isbn         = {{9781479952700}},
  title        = {{{Towards inter-vehicle communication strategies for platooning support}}},
  doi          = {{10.1109/nets4carsfall.2014.7000903}},
  year         = {{2015}},
}

@inproceedings{12048,
  author       = {{Segata, Michele and Joerer, Stefan and Bloessl, Bastian and Sommer, Christoph and Dressler, Falko and Cigno, Renate Lo}},
  booktitle    = {{2014 IEEE Vehicular Networking Conference (VNC)}},
  isbn         = {{9781479976607}},
  title        = {{{Plexe: A platooning extension for Veins}}},
  doi          = {{10.1109/vnc.2014.7013309}},
  year         = {{2015}},
}

@article{12050,
  author       = {{Segata, Michele and Bloessl, Bastian and Joerer, Stefan and Sommer, Christoph and Gerla, Mario and Lo Cigno, Renato and Dressler, Falko}},
  issn         = {{0018-9545}},
  journal      = {{IEEE Transactions on Vehicular Technology}},
  pages        = {{5411--5423}},
  title        = {{{Toward Communication Strategies for Platooning: Simulative and Experimental Evaluation}}},
  doi          = {{10.1109/tvt.2015.2489459}},
  year         = {{2015}},
}

@article{12069,
  author       = {{Sommer, Christoph and Joerer, Stefan and Segata, Michele and Tonguz, Ozan K. and Cigno, Renato Lo and Dressler, Falko}},
  issn         = {{1536-1233}},
  journal      = {{IEEE Transactions on Mobile Computing}},
  pages        = {{1411--1421}},
  title        = {{{How Shadowing Hurts Vehicular Communications and How Dynamic Beaconing Can Help}}},
  doi          = {{10.1109/tmc.2014.2362752}},
  year         = {{2015}},
}

@inbook{12070,
  author       = {{Sommer, Christoph and Dressler, Falko}},
  booktitle    = {{Vehicular Communications and Networks}},
  isbn         = {{9781782422112}},
  title        = {{{Information dissemination in vehicular networks}}},
  doi          = {{10.1016/b978-1-78242-211-2.00004-0}},
  year         = {{2015}},
}

@inbook{12071,
  author       = {{Sommer, Christoph and Härri, Jérôme and Hrizi, Fatma and Schünemann, Björn and Dressler, Falko}},
  booktitle    = {{Vehicular ad hoc Networks}},
  isbn         = {{9783319154961}},
  title        = {{{Simulation Tools and Techniques for Vehicular Communications and Applications}}},
  doi          = {{10.1007/978-3-319-15497-8_13}},
  year         = {{2015}},
}

@inproceedings{12976,
  author       = {{Kampmann, Matthias and A. Kochte, Michael and Schneider, Eric and Indlekofer, Thomas and Hellebrand, Sybille and Wunderlich, Hans-Joachim}},
  booktitle    = {{24th IEEE Asian Test Symposium (ATS'15)}},
  pages        = {{109--114}},
  publisher    = {{IEEE}},
  title        = {{{Optimized Selection of Frequencies for Faster-Than-at-Speed Test}}},
  doi          = {{10.1109/ats.2015.26}},
  year         = {{2015}},
}

@inproceedings{15406,
  author       = {{Schäfer, D. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings of the 2015 international Workshop on Meta-Learning and Algorithm Selection co-located ECML/PKDD, Porto, Portugal}},
  pages        = {{110--111}},
  title        = {{{Preference-based meta-learning using dyad ranking: Recommending algorithms in cold-start situations}}},
  year         = {{2015}},
}

@inproceedings{15657,
  author       = {{Busjahn, Teresa and Bednarik, Roman and Begel, Andrew and E. Crosby, Martha and H. Paterson, James and Schulte, Carsten and Sharif, Bonita and Tamm, Sascha}},
  booktitle    = {{ICPC}},
  pages        = {{255--265}},
  publisher    = {{IEEE Computer Society}},
  title        = {{{Eye movements in code reading: relaxing the linear order}}},
  year         = {{2015}},
}