@phdthesis{1404,
  abstract     = {The co-evolution of hosts and pathogens is characterized by continuous adaptations of both parties. Pathogens of social insects need to adapt towards disease defences at two levels: 1) individual immunity of each colony member consisting of behavioural defence strategies as well as humoral and cellular immune responses and 2) social immunity that is collectively performed by all group members comprising behavioural, physiological and organisational defence strategies.

To disentangle the selection pressure on pathogens by the collective versus individual level of disease defence in social insects, we performed an evolution experiment using the Argentine Ant, Linepithema humile, as a host and a mixture of the general insect pathogenic fungus Metarhizium spp. (6 strains) as a pathogen. We allowed pathogen evolution over 10 serial host passages to two different evolution host treatments: (1) only individual host immunity in a single host treatment, and (2) simultaneously acting individual and social immunity in a social host treatment, in which an exposed ant was accompanied by two untreated nestmates.

Before starting the pathogen evolution experiment, the 6 Metarhizium spp. strains were characterised concerning conidiospore size killing rates in singly and socially reared ants, their competitiveness under coinfecting conditions and their influence on ant behaviour. We analysed how the ancestral atrain mixture changed in conidiospere size, killing rate and strain composition dependent on host treatment (single or social hosts) during 10 passages and found that killing rate and conidiospere size of the pathogen increased under both evolution regimes, but different depending on host treatment.

Testing the evolved strain mixtures that evolved under either the single or social host treatment under both single and social current rearing conditions in a full factorial design experiment revealed that the additional collective defences in insect societies add new selection pressure for their coevolving pathogens that compromise their ability to adapt to its host at the group level. To our knowledge, this is the first study directly measuring the influence of social immunity on pathogen evolution.},
  author       = {Stock, Miriam},
  pages        = {101},
  publisher    = {IST Austria},
  title        = {{Evolution of a fungal pathogen towards individual versus social immunity in ants}},
  year         = {2014},
}

@inproceedings{2167,
  abstract     = {Model-based testing is a promising technology for black-box software and hardware testing, in which test cases are generated automatically from high-level specifications. Nowadays, systems typically consist of multiple interacting components and, due to their complexity, testing presents a considerable portion of the effort and cost in the design process. Exploiting the compositional structure of system specifications can considerably reduce the effort in model-based testing. Moreover, inferring properties about the system from testing its individual components allows the designer to reduce the amount of integration testing. In this paper, we study compositional properties of the ioco-testing theory. We propose a new approach to composition and hiding operations, inspired by contract-based design and interface theories. These operations preserve behaviors that are compatible under composition and hiding, and prune away incompatible ones. The resulting specification characterizes the input sequences for which the unit testing of components is sufficient to infer the correctness of component integration without the need for further tests. We provide a methodology that uses these results to minimize integration testing effort, but also to detect potential weaknesses in specifications. While we focus on asynchronous models and the ioco conformance relation, the resulting methodology can be applied to a broader class of systems.},
  author       = {Daca, Przemyslaw and Henzinger, Thomas A and Krenn, Willibald and Nickovic, Dejan},
  booktitle    = {IEEE 7th International Conference on Software Testing, Verification and Validation},
  isbn         = {978-1-4799-2255-0},
  issn         = {2159-4848},
  location     = {Cleveland, USA},
  publisher    = {IEEE},
  title        = {{Compositional specifications for IOCO testing}},
  doi          = {10.1109/ICST.2014.50},
  year         = {2014},
}

@inproceedings{2063,
  abstract     = {We consider Markov decision processes (MDPs) which are a standard model for probabilistic systems.We focus on qualitative properties forMDPs that can express that desired behaviors of the system arise almost-surely (with probability 1) or with positive probability. We introduce a new simulation relation to capture the refinement relation ofMDPs with respect to qualitative properties, and present discrete graph theoretic algorithms with quadratic complexity to compute the simulation relation.We present an automated technique for assume-guarantee style reasoning for compositional analysis ofMDPs with qualitative properties by giving a counterexample guided abstraction-refinement approach to compute our new simulation relation. We have implemented our algorithms and show that the compositional analysis leads to significant improvements.},
  author       = {Chatterjee, Krishnendu and Chmelik, Martin and Daca, Przemyslaw},
  location     = {Vienna, Austria},
  pages        = {473 -- 490},
  publisher    = {Springer},
  title        = {{CEGAR for qualitative analysis of probabilistic systems}},
  doi          = {10.1007/978-3-319-08867-9_31},
  volume       = {8559},
  year         = {2014},
}

@inproceedings{10885,
  abstract     = {Two-player games on graphs provide the theoretical framework for many important problems such as reactive synthesis. While the traditional study of two-player zero-sum games has been extended to multi-player games with several notions of equilibria, they are decidable only for perfect-information games, whereas several applications require imperfect-information games.
In this paper we propose a new notion of equilibria, called doomsday equilibria, which is a strategy profile such that all players satisfy their own objective, and if any coalition of players deviates and violates even one of the players objective, then the objective of every player is violated.
We present algorithms and complexity results for deciding the existence of doomsday equilibria for various classes of ω-regular objectives, both for imperfect-information games, and for perfect-information games.We provide optimal complexity bounds for imperfect-information games, and in most cases for perfect-information games.},
  author       = {Chatterjee, Krishnendu and Doyen, Laurent and Filiot, Emmanuel and Raskin, Jean-François},
  booktitle    = {VMCAI 2014: Verification, Model Checking, and Abstract Interpretation},
  isbn         = {9783642540127},
  issn         = {1611-3349},
  location     = {San Diego, CA, United States},
  pages        = {78--97},
  publisher    = {Springer Nature},
  title        = {{Doomsday equilibria for omega-regular games}},
  doi          = {10.1007/978-3-642-54013-4_5},
  volume       = {8318},
  year         = {2014},
}

@article{2254,
  abstract     = {Theta-gamma network oscillations are thought to represent key reference signals for information processing in neuronal ensembles, but the underlying synaptic mechanisms remain unclear. To address this question, we performed whole-cell (WC) patch-clamp recordings from mature hippocampal granule cells (GCs) in vivo in the dentate gyrus of anesthetized and awake rats. GCs in vivo fired action potentials at low frequency, consistent with sparse coding in the dentate gyrus. GCs were exposed to barrages of fast AMPAR-mediated excitatory postsynaptic currents (EPSCs), primarily relayed from the entorhinal cortex, and inhibitory postsynaptic currents (IPSCs), presumably generated by local interneurons. EPSCs exhibited coherence with the field potential predominantly in the theta frequency band, whereas IPSCs showed coherence primarily in the gamma range. Action potentials in GCs were phase locked to network oscillations. Thus, theta-gamma-modulated synaptic currents may provide a framework for sparse temporal coding of information in the dentate gyrus.},
  author       = {Pernia-Andrade, Alejandro and Jonas, Peter M},
  issn         = {0896-6273},
  journal      = {Neuron},
  number       = {1},
  pages        = {140 -- 152},
  publisher    = {Elsevier},
  title        = {{Theta-gamma-modulated synaptic currents in hippocampal granule cells in vivo define a mechanism for network oscillations}},
  doi          = {10.1016/j.neuron.2013.09.046},
  volume       = {81},
  year         = {2014},
}

@article{2253,
  abstract     = {Plant growth is achieved predominantly by cellular elongation, which is thought to be controlled on several levels by apoplastic auxin. Auxin export into the apoplast is achieved by plasma membrane efflux catalysts of the PIN-FORMED (PIN) and ATP-binding cassette protein subfamily B/phosphor- glycoprotein (ABCB/PGP) classes; the latter were shown to depend on interaction with the FKBP42, TWISTED DWARF1 (TWD1). Here by using a transgenic approach in combination with phenotypical, biochemical and cell biological analyses we demonstrate the importance of a putative C-terminal in-plane membrane anchor of TWD1 in the regulation of ABCB-mediated auxin transport. In contrast with dwarfed twd1 loss-of-function alleles, TWD1 gain-of-function lines that lack a putative in-plane membrane anchor (HA-TWD1-Ct) show hypermorphic plant architecture, characterized by enhanced stem length and leaf surface but reduced shoot branching. Greater hypocotyl length is the result of enhanced cell elongation that correlates with reduced polar auxin transport capacity for HA-TWD1-Ct. As a consequence, HA-TWD1-Ct displays higher hypocotyl auxin accumulation, which is shown to result in elevated auxin-induced cell elongation rates. Our data highlight the importance of C-terminal membrane anchoring for TWD1 action, which is required for specific regulation of ABCB-mediated auxin transport. These data support a model in which TWD1 controls lateral ABCB1-mediated export into the apoplast, which is required for auxin-mediated cell elongation.},
  author       = {Bailly, Aurélien and Wang, Bangjun and Zwiewka, Marta and Pollmann, Stephan and Schenck, Daniel and Lüthen, Hartwig and Schulz, Alexander and Friml, Jirí and Geisler, Markus},
  issn         = {0960-7412},
  journal      = {Plant Journal},
  number       = {1},
  pages        = {108 -- 118},
  publisher    = {Wiley-Blackwell},
  title        = {{Expression of TWISTED DWARF1 lacking its in-plane membrane anchor leads to increased cell elongation and hypermorphic growth}},
  doi          = {10.1111/tpj.12369},
  volume       = {77},
  year         = {2014},
}

@article{2224,
  abstract     = {This work investigates the transition between different traveling helical waves (spirals, SPIs) in the setup of differentially independent rotating cylinders. We use direct numerical simulations to consider an infinite long and periodic Taylor-Couette apparatus with fixed axial periodicity length. We find so-called mixed-cross-spirals (MCSs), that can be seen as nonlinear superpositions of SPIs, to establish stable footbridges connecting SPI states. While bridging the bifurcation branches of SPIs, the corresponding contributions within the MCS vary continuously with the control parameters. Here discussed MCSs presenting footbridge solutions start and end in different SPI branches. Therefore they differ significantly from the already known MCSs that present bypass solutions (Altmeyer and Hoffmann 2010 New J. Phys. 12 113035). The latter start and end in the same SPI branch, while they always bifurcate out of those SPI branches with the larger mode amplitude. Meanwhile, these only appear within the coexisting region of both SPIs. In contrast, the footbridge solutions can also bifurcate out of the minor SPI contribution. We also find they exist in regions where only one of the SPIs contributions exists. In addition, MCS as footbridge solution can appear either stable or unstable. The latter detected transient solutions offer similar spatio-temporal characteristics to the flow establishing stable footbridges. Such transition processes are interesting for pattern-forming systems in general because they accomplish transitions between traveling waves of different azimuthal wave numbers and have not been described in the literature yet.},
  author       = {Altmeyer, Sebastian},
  issn         = {0169-5983},
  journal      = {Fluid Dynamics Research},
  number       = {2},
  publisher    = {IOP Publishing},
  title        = {{On secondary instabilities generating footbridges between spiral vortex flow}},
  doi          = {10.1088/0169-5983/46/2/025503},
  volume       = {46},
  year         = {2014},
}

@article{2249,
  abstract     = {The unfolded protein response (UPR) is a signaling network triggered by overload of protein-folding demand in the endoplasmic reticulum (ER), a condition termed ER stress. The UPR is critical for growth and development; nonetheless, connections between the UPR and other cellular regulatory processes remain largely unknown. Here, we identify a link between the UPR and the phytohormone auxin, a master regulator of plant physiology. We show that ER stress triggers down-regulation of auxin receptors and transporters in Arabidopsis thaliana. We also demonstrate that an Arabidopsis mutant of a conserved ER stress sensor IRE1 exhibits defects in the auxin response and levels. These data not only support that the plant IRE1 is required for auxin homeostasis, they also reveal a species-specific feature of IRE1 in multicellular eukaryotes. Furthermore, by establishing that UPR activation is reduced in mutants of ER-localized auxin transporters, including PIN5, we define a long-neglected biological significance of ER-based auxin regulation. We further examine the functional relationship of IRE1 and PIN5 by showing that an ire1 pin5 triple mutant enhances defects of UPR activation and auxin homeostasis in ire1 or pin5. Our results imply that the plant UPR has evolved a hormone-dependent strategy for coordinating ER function with physiological processes.},
  author       = {Chen, Yani and Aung, Kyaw and Rolčík, Jakub and Walicki, Kathryn and Friml, Jirí and Brandizzí, Federica},
  issn         = {0960-7412},
  journal      = {Plant Journal},
  number       = {1},
  pages        = {97 -- 107},
  publisher    = {Wiley-Blackwell},
  title        = {{Inter-regulation of the unfolded protein response and auxin signaling}},
  doi          = {10.1111/tpj.12373},
  volume       = {77},
  year         = {2014},
}

@article{2246,
  abstract     = {Muller games are played by two players moving a token along a graph; the winner is determined by the set of vertices that occur infinitely often. The central algorithmic problem is to compute the winning regions for the players. Different classes and representations of Muller games lead to problems of varying computational complexity. One such class are parity games; these are of particular significance in computational complexity, as they remain one of the few combinatorial problems known to be in NP ∩ co-NP but not known to be in P. We show that winning regions for a Muller game can be determined from the alternating structure of its traps. To every Muller game we then associate a natural number that we call its trap depth; this parameter measures how complicated the trap structure is. We present algorithms for parity games that run in polynomial time for graphs of bounded trap depth, and in general run in time exponential in the trap depth. },
  author       = {Grinshpun, Andrey and Phalitnonkiat, Pakawat and Rubin, Sasha and Tarfulea, Andrei},
  issn         = {0304-3975},
  journal      = {Theoretical Computer Science},
  pages        = {73 -- 91},
  publisher    = {Elsevier},
  title        = {{Alternating traps in Muller and parity games}},
  doi          = {10.1016/j.tcs.2013.11.032},
  volume       = {521},
  year         = {2014},
}

@article{2241,
  abstract     = {The brain demands high-energy supply and obstruction of blood flow causes rapid deterioration of the healthiness of brain cells. Two major events occur upon ischemia: acidosis and liberation of excess glutamate, which leads to excitotoxicity. However, cellular source of glutamate and its release mechanism upon ischemia remained unknown. Here we show a causal relationship between glial acidosis and neuronal excitotoxicity. As the major cation that flows through channelrhodopsin-2 (ChR2) is proton, this could be regarded as an optogenetic tool for instant intracellular acidification. Optical activation of ChR2 expressed in glial cells led to glial acidification and to release of glutamate. On the other hand, glial alkalization via optogenetic activation of a proton pump, archaerhodopsin (ArchT), led to cessation of glutamate release and to the relief of ischemic brain damage in vivo. Our results suggest that controlling glial pH may be an effective therapeutic strategy for intervention of ischemic brain damage.},
  author       = {Beppu, Kaoru and Sasaki, Takuya and Tanaka, Kenji and Yamanaka, Akihiro and Fukazawa, Yugo and Shigemoto, Ryuichi and Matsui, Ko},
  issn         = {0896-6273},
  journal      = {Neuron},
  number       = {2},
  pages        = {314 -- 320},
  publisher    = {Elsevier},
  title        = {{Optogenetic countering of glial acidosis suppresses glial glutamate release and ischemic brain damage}},
  doi          = {10.1016/j.neuron.2013.11.011},
  volume       = {81},
  year         = {2014},
}

@article{2255,
  abstract     = {Motivated by applications in biology, we present an algorithm for estimating the length of tube-like shapes in 3-dimensional Euclidean space. In a first step, we combine the tube formula of Weyl with integral geometric methods to obtain an integral representation of the length, which we approximate using a variant of the Koksma-Hlawka Theorem. In a second step, we use tools from computational topology to decrease the dependence on small perturbations of the shape. We present computational experiments that shed light on the stability and the convergence rate of our algorithm.},
  author       = {Edelsbrunner, Herbert and Pausinger, Florian},
  issn         = {0924-9907},
  journal      = {Journal of Mathematical Imaging and Vision},
  number       = {1},
  pages        = {164 -- 177},
  publisher    = {Springer},
  title        = {{Stable length estimates of tube-like shapes}},
  doi          = {10.1007/s10851-013-0468-x},
  volume       = {50},
  year         = {2014},
}

@inbook{6178,
  abstract     = {Mechanically coupled cells can generate forces driving cell and tissue morphogenesis during development. Visualization and measuring of these forces is of major importance to better understand the complexity of the biomechanic processes that shape cells and tissues. Here, we describe how UV laser ablation can be utilized to quantitatively assess mechanical tension in different tissues of the developing zebrafish and in cultures of primary germ layer progenitor cells ex vivo.},
  author       = {Smutny, Michael and Behrndt, Martin and Campinho, Pedro and Ruprecht, Verena and Heisenberg, Carl-Philipp J},
  booktitle    = {Tissue Morphogenesis},
  editor       = {Nelson, Celeste},
  isbn         = {9781493911639},
  issn         = {1940-6029},
  pages        = {219--235},
  publisher    = {Springer},
  title        = {{UV laser ablation to measure cell and tissue-generated forces in the zebrafish embryo in vivo and ex vivo}},
  doi          = {10.1007/978-1-4939-1164-6_15},
  volume       = {1189},
  year         = {2014},
}

@article{2165,
  abstract     = {In machine learning, the domain adaptation problem arrives when the test (tar-get) and the train (source) data are generated from different distributions.  A key applied issue is thus the design of algorithms able to generalize on a new distribution,  for which we have no label information.  We focus on learning classification models defined as a weighted majority vote over a set of real-valued functions. In this context, Germain et al. (2013) have shown that a measure of disagreement between these functions is crucial to control. The core of this measure is a theoretical bound—the C-bound (Lacasse et al., 2007)—which involves the disagreement and leads to a well performing majority vote learn-ing algorithm in usual non-adaptative supervised setting: MinCq. In this work,we propose a framework to extend MinCq to a domain adaptation scenario.This procedure takes advantage of the recent perturbed variation divergence between distributions proposed by Harel and Mannor (2012).  Justified by a theoretical bound on the target risk of the vote,  we provide to MinCq a tar-get sample labeled thanks to a perturbed variation-based self-labeling focused on the regions where the source and target marginals appear similar.  We also study the influence of our self-labeling, from which we deduce an original process for tuning the hyperparameters. Finally, our framework called PV-MinCq shows very promising results on a rotation and translation synthetic problem.},
  author       = {Morvant, Emilie},
  journal      = {Pattern Recognition Letters},
  pages        = {37--43},
  publisher    = {Elsevier},
  title        = {{Domain adaptation of weighted majority votes via perturbed variation-based self-labeling}},
  doi          = {10.1016/j.patrec.2014.08.013},
  volume       = {51},
  year         = {2014},
}

@article{1999,
  abstract     = {Selection for disease control is believed to have contributed to shape the organisation of insect societies — leading to interaction patterns that mitigate disease transmission risk within colonies, conferring them ‘organisational immunity’. Recent studies combining epidemiological models with social network analysis have identified general properties of interaction networks that may hinder propagation of infection within groups. These can be prophylactic and/or induced upon pathogen exposure. Here we review empirical evidence for these two types of organisational immunity in social insects and describe the individual-level behaviours that underlie it. We highlight areas requiring further investigation, and emphasise the need for tighter links between theory and empirical research and between individual-level and collective-level analyses.},
  author       = {Stroeymeyt, Nathalie and Casillas Perez, Barbara E and Cremer, Sylvia},
  journal      = {Current Opinion in Insect Science},
  number       = {1},
  pages        = {1 -- 15},
  publisher    = {Elsevier},
  title        = {{Organisational immunity in social insects}},
  doi          = {10.1016/j.cois.2014.09.001},
  volume       = {5},
  year         = {2014},
}

@article{115,
  abstract     = {We present the design and performance characterization of a new experimental technique for measuring individual particle charges in large ensembles of macroscopic grains. The measurement principle is qualitatively similar to that used in determining the elementary charge by Millikan in that it follows individual particle trajectories. However, by taking advantage of new technology we are able to work with macroscopic grains and achieve several orders of magnitude better resolution in charge to mass ratios. By observing freely falling grains accelerated in a horizontal electric field with a co-falling, high-speed video camera, we dramatically increase particle tracking time and measurement precision. Keeping the granular medium under vacuum, we eliminate air drag, leaving the electrostatic force as the primary source of particle accelerations in the co-moving frame. Because the technique is based on direct imaging, we can distinguish between different particle types during the experiment, opening up the possibility of studying charge transfer processes between different particle species. For the ∼300 μm diameter grains reported here, we achieve an average acceleration resolution of ∼0.008 m/s2, a force resolution of ∼500 pN, and a median charge resolution ∼6× 104 elementary charges per grain (corresponding to surface charge densities ∼1 elementary charges per μm2). The primary source of error is indeterminacy in the grain mass, but with higher resolution cameras and better optics this can be further improved. The high degree of resolution and the ability to visually identify particles of different species or sizes with direct imaging make this a powerful new tool to characterize charging processes in granular media.},
  author       = {Waitukaitis, Scott R and Jaeger, Heinrich},
  journal      = {Review of Scientific Instruments},
  number       = {2},
  publisher    = {AIP},
  title        = {{In situ granular charge measurement by free-fall videography}},
  doi          = {10.1063/1.4789496},
  volume       = {84},
  year         = {2013},
}

@article{11520,
  abstract     = {We present the spatially resolved Hα dynamics of 16 star-forming galaxies at z ∼ 0.81 using the new KMOS multi-object integral field spectrograph on the ESO Very Large Telescope. These galaxies, selected using 1.18 μm narrowband imaging from the 10 deg2 CFHT-HiZELS survey of the SA 22 hr field, are found in a ∼4 Mpc overdensity of Hα emitters and likely reside in a group/intermediate environment, but not a cluster. We confirm and identify a rich group of star-forming galaxies at z = 0.813 ± 0.003, with 13 galaxies within 1000 km s−1 of each other, and seven within a diameter of 3 Mpc. All of our galaxies are “typical” star-forming galaxies at their redshift, 0.8 ± 0.4 SFR$^*_{z = 0.8}$, spanning a range of specific star formation rates (sSFRs) of 0.2–1.1 Gyr−1 and have a median metallicity very close to solar of 12 + log(O/H) = 8.62 ± 0.06. We measure the spatially resolved Hα dynamics of the galaxies in our sample and show that 13 out of 16 galaxies can be described by rotating disks and use the data to derive inclination corrected rotation speeds of 50–275 km s−1. The fraction of disks within our sample is 75% ± 8%, consistent with previous results based on Hubble Space Telescope morphologies of Hα-selected galaxies at z ∼ 1 and confirming that disks dominate the SFR density at z ∼ 1. Our Hα galaxies are well fitted by the z ∼ 1–2 Tully–Fisher (TF) relation, confirming the evolution seen in the zero point. Apart from having, on average, higher stellar masses and lower sSFRs, our group galaxies at z = 0.81 present the same mass–metallicity and TF relation as z ∼ 1 field galaxies and are all disk galaxies.},
  author       = {Sobral, D. and Swinbank, A. M. and Stott, J. P. and Matthee, Jorryt J and Bower, R. G. and Smail, Ian and Best, P. and Geach, J. E. and Sharples, R. M.},
  issn         = {1538-4357},
  journal      = {The Astrophysical Journal},
  keywords     = {Space and Planetary Science, Astronomy and Astrophysics, galaxies: evolution – galaxies, high-redshift – galaxies, starburst},
  number       = {2},
  publisher    = {IOP Publishing},
  title        = {{The dynamics of z=0.8 H-alpha-selected star-forming galaxies from KMOS/CF-HiZELS}},
  doi          = {10.1088/0004-637x/779/2/139},
  volume       = {779},
  year         = {2013},
}

@article{116,
  abstract     = {We describe a model experiment for dynamic jamming: a two-dimensional collection of initially unjammed disks that are forced into the jammed state by uniaxial compression via a rake. This leads to a stable densification front that travels ahead of the rake, leaving regions behind it jammed. Using disk conservation in conjunction with an upper limit to the packing fraction at jamming onset, we predict the front speed as a function of packing fraction and rake speed. However, we find that the jamming front has a finite width, a feature that cannot be explained by disk conservation alone. This width appears to diverge on approach to jamming, which suggests that it may be related to growing lengthscales encountered in other jamming studies.},
  author       = {Waitukaitis, Scott R and Roth, Leah and Vitelli, Vincenzo and Jaeger, Heinrich},
  journal      = {EPL},
  number       = {4},
  publisher    = {Elsevier},
  title        = {{Dynamic jamming fronts}},
  doi          = {10.1209/0295-5075/102/44001},
  volume       = {102},
  year         = {2013},
}

@article{11671,
  abstract     = {Given only the URL of a Web page, can we identify its language? In this article we examine this question. URL-based language classification is useful when the content of the Web page is not available or downloading the content is a waste of bandwidth and time.
We built URL-based language classifiers for English, German, French, Spanish, and Italian by applying a variety of algorithms and features. As algorithms we used machine learning algorithms which are widely applied for text classification and state-of-art algorithms for language identification of text. As features we used words, various sized n-grams, and custom-made features (our novel feature set). We compared our approaches with two baseline methods, namely classification by country code top-level domains and classification by IP addresses of the hosting Web servers.

We trained and tested our classifiers in a 10-fold cross-validation setup on a dataset obtained from the Open Directory Project and from querying a commercial search engine. We obtained the lowest F1-measure for English (94) and the highest F1-measure for German (98) with the best performing classifiers.

We also evaluated the performance of our methods: (i) on a set of Web pages written in Adobe Flash and (ii) as part of a language-focused crawler. In the first case, the content of the Web page is hard to extract and in the second page downloading pages of the “wrong” language constitutes a waste of bandwidth. In both settings the best classifiers have a high accuracy with an F1-measure between 95 (for English) and 98 (for Italian) for the Adobe Flash pages and a precision between 90 (for Italian) and 97 (for French) for the language-focused crawler.},
  author       = {Baykan, Eda and Weber, Ingmar and Henzinger, Monika H},
  issn         = {1559-114X},
  journal      = {ACM Transactions on the Web},
  keywords     = {Computer Networks and Communications},
  number       = {1},
  publisher    = {Association for Computing Machinery},
  title        = {{A comprehensive study of techniques for URL-based web page language classification}},
  doi          = {10.1145/2435215.2435218},
  volume       = {7},
  year         = {2013},
}

@inproceedings{117,
  abstract     = {The packing arrangement of individual particles inside a granular material and the resulting response to applied stresses depend critically on particle-particle interactions. One aspect that recently received attention are nanoscale surface features of particles, which play an important role in determining the strength of cohesive van der Waals and capillary interactions and also affect tribo-charging of grains. We describe experiments on freely falling granular streams that can detect the contributions from all three of these forces. We show that it is possible to measure the charge of individual grains and build up distributions that are detailed enough to provide stringent tests of tribo-charging models currently available. A second aspect concerns particle shape. In this case steric interactions become important and new types of aggregate behavior can be expected when non-convex particle shapes are considered that can interlock or entangle. However, a general connection between the mechanical response of a granular material and the constituents\' shape remains unknown. This has made it infeasible to tackle the &quot;inverse packing problem&quot;, namely to start from a given, desired behavior for the aggregate as a whole and then find the particle shape the produces it. We discuss a new approach, using concepts rooted in artificial evolution that provides a way to solve this inverse problem. This approach facilitates exploring the role of arbitrary particle geometry in jammed systems and invites the discovery and design of granular matter with optimized properties.},
  author       = {Jaeger, Heinrich and Miskin, Marc and Waitukaitis, Scott R},
  booktitle    = { AIP Conference Proceedings},
  location     = {Sydney, Australia},
  pages        = {3 -- 6},
  publisher    = {AIP},
  title        = {{From nanoscale cohesion to macroscale entanglement: opportunities for designing granular aggregate behaviour by tailoring grain shape and interactions}},
  doi          = {10.1063/1.4811858},
  volume       = {1542},
  year         = {2013},
}

@article{11758,
  author       = {Aceto, Luca and Henzinger, Monika H and Sgall, Jiří},
  issn         = {0890-5401},
  journal      = {Information and Computation},
  number       = {1},
  pages        = {1},
  publisher    = {Elsevier},
  title        = {{38th International Colloquium on Automata, Languages and Programming}},
  doi          = {10.1016/j.ic.2012.11.002},
  volume       = {222},
  year         = {2013},
}

