@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}}, } @article{12927, author = {{Beutner, Marc and Eggert, Denise}}, journal = {{Kölner Zeitschrift für Wirtschaft und Pädagogik}}, pages = {{33 -- 58}}, title = {{{Möglichkeiten der Audio-Unterstützung insbesondere mit Blick auf Podcasts in Lerneinheiten und E-Learning Kontexten – Ergebnisse, Eindrücke und Handlungsempfehlungen auf Basis des Projekts SEEL}}}, year = {{2015}}, } @article{12934, author = {{Röwenstrunk, Daniel and Prätzlich, Thomas and Betzwieser, Thomas and Müller, Meinard and Szwillus, Gerd and Veit, Joachim}}, issn = {{1618-2162}}, journal = {{Datenbank-Spektrum}}, pages = {{65--72}}, title = {{{Das Gesamtkunstwerk Oper aus Datensicht}}}, doi = {{10.1007/s13222-015-0179-0}}, 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}}, } @proceedings{15658, editor = {{Dagiene, Valentina and Schulte, Carsten and Jevsikova, Tatjana}}, publisher = {{ACM}}, title = {{{Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education, ITiCS 2015, Vilnius, Lithuania, July 4-8, 2015}}}, year = {{2015}}, } @article{15736, author = {{Ghorbani, Elaheh and Kiss, Janos and Mirhosseini, Hossein and Roma, Guido and Schmidt, Markus and Windeln, Johannes and Kühne, Thomas and Felser, Claudia}}, issn = {{1932-7447}}, journal = {{The Journal of Physical Chemistry C}}, pages = {{25197--25203}}, title = {{{Hybrid-Functional Calculations on the Incorporation of Na and K Impurities into the CuInSe2 and CuIn5Se8 Solar-Cell Materials}}}, doi = {{10.1021/acs.jpcc.5b07639}}, year = {{2015}}, } @inproceedings{15749, author = {{Paul, Adil and Hüllermeier, Eyke}}, booktitle = {{In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany}}, pages = {{68--77}}, title = {{{A cbr approach to the angry birds game}}}, year = {{2015}}, } @inproceedings{15750, author = {{Ewerth, R. and Balz, A. and Gehlhaar, J. and Dembczynski, K. and Hüllermeier, Eyke}}, booktitle = {{In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany}}, editor = {{Hoffmann, F. and Hüllermeier, Eyke}}, pages = {{235--240}}, publisher = {{KIT Scientific Publishing}}, title = {{{Depth estimation in monocular images: Quantitative versus qualitative approaches}}}, year = {{2015}}, } @inproceedings{15751, author = {{Lu, S. and Hüllermeier, Eyke}}, booktitle = {{in Proceedings 25th Workshop Computational Intelligence, Dortmund Germany}}, editor = {{Hoffmann, F. and Hüllermeier, Eyke}}, pages = {{97--104}}, publisher = {{KIT Scientific Publishing}}, title = {{{Locally weighted regression through data imprecisiation}}}, year = {{2015}}, } @article{15857, author = {{Di Nuzzo, Daniele and Fontanesi, Claudio and Jones, Rebecca and Allard, Sybille and Dumsch, Ines and Scherf, Ullrich and von Hauff, Elizabeth and Schumacher, Stefan and Da Como, Enrico}}, issn = {{2041-1723}}, journal = {{Nature Communications}}, title = {{{How intermolecular geometrical disorder affects the molecular doping of donor–acceptor copolymers}}}, doi = {{10.1038/ncomms7460}}, year = {{2015}}, } @article{15858, author = {{Tse, Y C and Chan, Chris K P and Luk, M H and Kwong, N H and Leung, P T and Binder, R and Schumacher, Stefan}}, issn = {{1367-2630}}, journal = {{New Journal of Physics}}, title = {{{A population-competition model for analyzing transverse optical patterns including optical control and structural anisotropy}}}, doi = {{10.1088/1367-2630/17/8/083054}}, year = {{2015}}, } @article{15859, author = {{Schmutzler, Johannes and Lewandowski, Przemyslaw and Aßmann, Marc and Niemietz, Dominik and Schumacher, Stefan and Kamp, Martin and Schneider, Christian and Höfling, Sven and Bayer, Manfred}}, issn = {{1098-0121}}, journal = {{Physical Review B}}, title = {{{All-optical flow control of a polariton condensate using nonresonant excitation}}}, doi = {{10.1103/physrevb.91.195308}}, year = {{2015}}, } @article{15860, author = {{Denis, Jean-Christophe and Schumacher, Stefan and Hedley, Gordon J. and Ruseckas, Arvydas and Morawska, Paulina O. and Wang, Yue and Allard, Sybille and Scherf, Ullrich and Turnbull, Graham A. and Samuel, Ifor D. W. and Galbraith, Ian}}, issn = {{1932-7447}}, journal = {{The Journal of Physical Chemistry C}}, pages = {{9734--9744}}, title = {{{Subpicosecond Exciton Dynamics in Polyfluorene Films from Experiment and Microscopic Theory}}}, doi = {{10.1021/acs.jpcc.5b00680}}, year = {{2015}}, } @inbook{15897, author = {{Altmeier, Christian and Mainka, Christian and Somorovsky, Juraj and Schwenk, Jörg}}, booktitle = {{Data Privacy Management, and Security Assurance - 10th International Workshop, {DPM} 2015, and 4th International Workshop, {QASA} 2015}}, isbn = {{9783319298825}}, issn = {{0302-9743}}, location = {{Vienna}}, title = {{{AdIDoS – Adaptive and Intelligent Fully-Automatic Detection of Denial-of-Service Weaknesses in Web Services}}}, doi = {{10.1007/978-3-319-29883-2_5}}, year = {{2015}}, } @inproceedings{15898, author = {{Jager, Tibor and Schwenk, Jörg and Somorovsky, Juraj}}, booktitle = {{Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security - CCS '15}}, isbn = {{9781450338325}}, title = {{{On the Security of TLS 1.3 and QUIC Against Weaknesses in PKCS#1 v1.5 Encryption}}}, doi = {{10.1145/2810103.2813657}}, year = {{2015}}, } @inbook{15899, author = {{Jager, Tibor and Schwenk, Jörg and Somorovsky, Juraj}}, booktitle = {{Computer Security -- ESORICS 2015}}, isbn = {{9783319241739}}, issn = {{0302-9743}}, title = {{{Practical Invalid Curve Attacks on TLS-ECDH}}}, doi = {{10.1007/978-3-319-24174-6_21}}, year = {{2015}}, } @inproceedings{15900, author = {{Niemietz, Marcus and Somorovsky, Juraj and Mainka, Christian and Schwenk, Jorg}}, booktitle = {{International Workshop on Secure Internet of Things (SIoT)}}, isbn = {{9781467377690}}, title = {{{Not so Smart: On Smart TV Apps}}}, doi = {{10.1109/siot.2015.13}}, year = {{2015}}, } @inproceedings{15911, author = {{Kupser, Dennis and Mainka, Christian and Schwenk, Jö and Somorovsky, Juraj}}, booktitle = {{9th {USENIX} Workshop on Offensive Technologies ({WOOT} 15)}}, publisher = {{{USENIX} Association}}, title = {{{How to Break XML Encryption -- Automatically}}}, year = {{2015}}, } @article{1461, author = {{Mühlenbernd, Holger and Georgi, Philip and Pholchai, Nitipat and Huang, Lingling and Li, Guixin and Zhang, Shuang and Zentgraf, Thomas}}, issn = {{2330-4022}}, journal = {{ACS Photonics}}, number = {{1}}, pages = {{124--129}}, publisher = {{American Chemical Society (ACS)}}, title = {{{Amplitude- and Phase-Controlled Surface Plasmon Polariton Excitation with Metasurfaces}}}, doi = {{10.1021/acsphotonics.5b00536}}, volume = {{3}}, year = {{2015}}, } @inproceedings{14875, author = {{Chen, Wei-Fan and Chen, MeiHua and Ku, Lun-Wei}}, booktitle = {{Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications}}, pages = {{144--153}}, title = {{{Embarrassed or Awkward? Ranking Emotion Synonyms for ESL Learners’ Appropriate Wording}}}, year = {{2015}}, } @inproceedings{14877, author = {{Chen, Wei-Fan and Ku, Lun-Wei and Lee, Yann-Hui}}, booktitle = {{2015 AAAI Spring Symposium Series}}, title = {{{Mining Supportive and Unsupportive Evidence from Facebook Using Anti-reconstruction of the Nuclear Power Plant as an Example}}}, year = {{2015}}, } @inproceedings{14878, author = {{Chen, Wei-Fan and Lee, Yann-Hui and Ku, Lun-Wei}}, booktitle = {{International Conference on HCI in Business}}, pages = {{22--33}}, title = {{{Topic-based Stance Mining for Social Media Texts}}}, year = {{2015}}, } @article{14879, author = {{Chen, Wei-Fan and Chen, Mei-Hua and Chen, Ming-Lung and Ku, Lun-Wei}}, journal = {{IEEE Transactions on Knowledge and Data Engineering}}, number = {{5}}, pages = {{1093--1104}}, publisher = {{IEEE}}, title = {{{A Computer-assistance Learning System for Emotional Wording}}}, volume = {{28}}, year = {{2015}}, } @techreport{14913, author = {{Ortmann, Regina}}, title = {{{Uncertainty in Weighting Formulary Apportionment Factors and Its Impact on After-Tax Income of Multinational Groups}}}, volume = {{198}}, year = {{2015}}, } @inproceedings{15087, author = {{Böttcher, Stefan and Hartel, Rita and Jacobs, Thomas and Maneth, Sebastian}}, booktitle = {{2015 Data Compression Conference}}, isbn = {{9781479984305}}, pages = {{439}}, publisher = {{Springer}}, title = {{{OnlineRePair: A Recompressor for XML Structures}}}, doi = {{10.1109/dcc.2015.58}}, year = {{2015}}, } @inproceedings{15088, author = {{Böttcher, Stefan and Hartel, Rita and Jacobs, Thomas and Jeromin, Markus}}, booktitle = {{Data Science - 30th British International Conference on Databases, BICOD 2015}}, isbn = {{9783319204239}}, issn = {{0302-9743}}, pages = {{186--198}}, publisher = {{Springer}}, title = {{{ECST – Extended Context-Free Straight-Line Tree Grammars}}}, doi = {{10.1007/978-3-319-20424-6_18}}, year = {{2015}}, } @inproceedings{15185, author = {{Dunst, Alexander and Hartel, Rita and Hohenstein, Sven and Laubrock, Jochen}}, booktitle = {{DHd-Tagung 2015 - Von Daten zu Erkenntnissen}}, title = {{{Digitale Analyse Graphischer Literatur}}}, year = {{2015}}, } @article{15964, author = {{Leuders, Stefan and Vollmer, Malte and Brenne, Florian and Tröster, Thomas and Niendorf, Thomas}}, issn = {{1073-5623}}, journal = {{Metallurgical and Materials Transactions A}}, pages = {{3816--3823}}, title = {{{Fatigue Strength Prediction for Titanium Alloy TiAl6V4 Manufactured by Selective Laser Melting}}}, doi = {{10.1007/s11661-015-2864-x}}, year = {{2015}}, } @article{16049, author = {{Senge, Robin and Hüllermeier, Eyke}}, journal = {{IEEE Transactions on Fuzzy Systems}}, number = {{6}}, pages = {{2024--2033}}, title = {{{Fast fuzzy pattern tree learning for classification }}}, volume = {{23}}, year = {{2015}}, } @article{16051, author = {{Hüllermeier, Eyke}}, journal = {{Informatik Spektrum}}, number = {{6}}, pages = {{500--509}}, title = {{{From knowledge-based to data driven fuzzy modeling: Development, criticism and alternative directions}}}, volume = {{38}}, year = {{2015}}, } @article{16053, author = {{Hüllermeier, Eyke}}, journal = {{Fuzzy Sets and Systems}}, pages = {{292--299}}, title = {{{Does machine learning need fuzzy logic?}}}, volume = {{281}}, year = {{2015}}, } @article{16058, author = {{Waegeman, W. and Dembczynski, K. and Jachnik, A. and Cheng, W. and Hüllermeier, Eyke}}, journal = {{Journal of Machine Learning Research}}, pages = {{3313--3368}}, title = {{{On the Bayes-optimality of F-measure maximizers}}}, volume = {{15}}, year = {{2015}}, }