TY - GEN A1 - Balazadeh, Salma A1 - Müller-Röber, Bernd T1 - A balance to death T2 - Nature plants N2 - Leaf senescence plays a crucial role in nutrient recovery in late-stage plant development and requires vast transcriptional reprogramming by transcription factors such as ORESARA1 (ORE1). A proteolytic mechanism is now found to control ORE1 degradation, and thus senescence, during nitrogen starvation. Y1 - 2018 U6 - https://doi.org/10.1038/s41477-018-0279-6 SN - 2055-026X SN - 2055-0278 VL - 4 IS - 11 SP - 863 EP - 864 PB - Nature Publ. Group CY - London ER - TY - GEN A1 - Galke, Lukas A1 - Gerstenkorn, Gunnar A1 - Scherp, Ansgar T1 - A case atudy of closed-domain response suggestion with limited training data T2 - Database and Expert Systems Applications : DEXA 2018 Iinternational workshops N2 - We analyze the problem of response suggestion in a closed domain along a real-world scenario of a digital library. We present a text-processing pipeline to generate question-answer pairs from chat transcripts. On this limited amount of training data, we compare retrieval-based, conditioned-generation, and dedicated representation learning approaches for response suggestion. Our results show that retrieval-based methods that strive to find similar, known contexts are preferable over parametric approaches from the conditioned-generation family, when the training data is limited. We, however, identify a specific representation learning approach that is competitive to the retrieval-based approaches despite the training data limitation. Y1 - 2018 SN - 978-3-319-99133-7 SN - 978-3-319-99132-0 U6 - https://doi.org/10.1007/978-3-319-99133-7_18 SN - 1865-0929 SN - 1865-0937 VL - 903 SP - 218 EP - 229 PB - Springer CY - Berlin ER - TY - GEN A1 - Torkura, Kennedy A. A1 - Sukmana, Muhammad Ihsan Haikal A1 - Kayem, Anne V. D. M. A1 - Cheng, Feng A1 - Meinel, Christoph T1 - A cyber risk based moving target defense mechanism for microservice architectures T2 - IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom) N2 - Microservice Architectures (MSA) structure applications as a collection of loosely coupled services that implement business capabilities. The key advantages of MSA include inherent support for continuous deployment of large complex applications, agility and enhanced productivity. However, studies indicate that most MSA are homogeneous, and introduce shared vulnerabilites, thus vulnerable to multi-step attacks, which are economics-of-scale incentives to attackers. In this paper, we address the issue of shared vulnerabilities in microservices with a novel solution based on the concept of Moving Target Defenses (MTD). Our mechanism works by performing risk analysis against microservices to detect and prioritize vulnerabilities. Thereafter, security risk-oriented software diversification is employed, guided by a defined diversification index. The diversification is performed at runtime, leveraging both model and template based automatic code generation techniques to automatically transform programming languages and container images of the microservices. Consequently, the microservices attack surfaces are altered thereby introducing uncertainty for attackers while reducing the attackability of the microservices. Our experiments demonstrate the efficiency of our solution, with an average success rate of over 70% attack surface randomization. KW - Security Risk Assessment KW - Security Metrics KW - Moving Target Defense KW - Microservices Security KW - Application Container Security Y1 - 2018 SN - 978-1-7281-1141-4 U6 - https://doi.org/10.1109/BDCloud.2018.00137 SN - 2158-9178 SP - 932 EP - 939 PB - Institute of Electrical and Electronics Engineers CY - Los Alamitos ER - TY - GEN A1 - Molnar, Marco A1 - Kok, Manor A1 - Engel, Tilman A1 - Kaplic, Hannes A1 - Mayer, Frank A1 - Seel, Thomas T1 - A method for lower back motion assessment using wearable 6D inertial sensors T2 - 21st International Conference on Information Fusion (FUSION) N2 - Low back pain (LBP) is a leading cause of activity limitation. Objective assessment of the spinal motion plays a key role in diagnosis and treatment of LBP. We propose a method that facilitates clinical assessment of lower back motions by means of a wireless inertial sensor network. The sensor units are attached to the right and left side of the lumbar region, the pelvis and the thighs, respectively. Since magnetometers are known to be unreliable in indoor environments, we use only 3D accelerometer and 3D gyroscope readings. Compensation of integration drift in the horizontal plane is achieved by estimating the gyroscope biases from automatically detected initial rest phases. For the estimation of sensor orientations, both a smoothing algorithm and a filtering algorithm are presented. From these orientations, we determine three-dimensional joint angles between the thighs and the pelvis and between the pelvis and the lumbar region. We compare the orientations and joint angles to measurements of an optical motion tracking system that tracks each skin-mounted sensor by means of reflective markers. Eight subjects perform a neutral initial pose, then flexion/extension, lateral flexion, and rotation of the trunk. The root mean square deviation between inertial and optical angles is about one degree for angles in the frontal and sagittal plane and about two degrees for angles in the transverse plane (both values averaged over all trials). We choose five features that characterize the initial pose and the three motions. Interindividual differences of all features are found to be clearly larger than the observed measurement deviations. These results indicate that the proposed inertial sensor-based method is a promising tool for lower back motion assessment. KW - Inertial measurement units KW - joint angle estimation KW - human motion analysis KW - low back pain KW - back motion assessment KW - avoid magnetometers KW - validation against optical motion capture KW - drift correction Y1 - 2018 SN - 978-0-9964-5276-2 SP - 799 EP - 806 PB - IEEE CY - New York ER - TY - GEN A1 - Discher, Sören A1 - Richter, Rico A1 - Döllner, Jürgen Roland Friedrich ED - Spencer, SN T1 - A scalable webGL-based approach for visualizing massive 3D point clouds using semantics-dependent rendering techniques T2 - Web3D 2018: The 23rd International ACM Conference on 3D Web Technology N2 - 3D point cloud technology facilitates the automated and highly detailed digital acquisition of real-world environments such as assets, sites, cities, and countries; the acquired 3D point clouds represent an essential category of geodata used in a variety of geoinformation applications and systems. In this paper, we present a web-based system for the interactive and collaborative exploration and inspection of arbitrary large 3D point clouds. Our approach is based on standard WebGL on the client side and is able to render 3D point clouds with billions of points. It uses spatial data structures and level-of-detail representations to manage the 3D point cloud data and to deploy out-of-core and web-based rendering concepts. By providing functionality for both, thin-client and thick-client applications, the system scales for client devices that are vastly different in computing capabilities. Different 3D point-based rendering techniques and post-processing effects are provided to enable task-specific and data-specific filtering and highlighting, e.g., based on per-point surface categories or temporal information. A set of interaction techniques allows users to collaboratively work with the data, e.g., by measuring distances and areas, by annotating, or by selecting and extracting data subsets. Additional value is provided by the system's ability to display additional, context-providing geodata alongside 3D point clouds and to integrate task-specific processing and analysis operations. We have evaluated the presented techniques and the prototype system with different data sets from aerial, mobile, and terrestrial acquisition campaigns with up to 120 billion points to show their practicality and feasibility. KW - 3D Point Clouds KW - web-based rendering KW - point-based rendering Y1 - 2018 SN - 978-1-4503-5800-2 U6 - https://doi.org/10.1145/3208806.3208816 SP - 1 EP - 9 PB - Association for Computing Machinery CY - New York ER - TY - GEN A1 - Stojanovic, Vladeta A1 - Trapp, Matthias A1 - Richter, Rico A1 - Döllner, Jürgen Roland Friedrich T1 - A service-oriented approach for classifying 3D points clouds by example of office furniture classification T2 - Web3D 2018: Proceedings of the 23rd International ACM Conference on 3D Web Technology N2 - The rapid digitalization of the Facility Management (FM) sector has increased the demand for mobile, interactive analytics approaches concerning the operational state of a building. These approaches provide the key to increasing stakeholder engagement associated with Operation and Maintenance (O&M) procedures of living and working areas, buildings, and other built environment spaces. We present a generic and fast approach to process and analyze given 3D point clouds of typical indoor office spaces to create corresponding up-to-date approximations of classified segments and object-based 3D models that can be used to analyze, record and highlight changes of spatial configurations. The approach is based on machine-learning methods used to classify the scanned 3D point cloud data using 2D images. This approach can be used to primarily track changes of objects over time for comparison, allowing for routine classification, and presentation of results used for decision making. We specifically focus on classification, segmentation, and reconstruction of multiple different object types in a 3D point-cloud scene. We present our current research and describe the implementation of these technologies as a web-based application using a services-oriented methodology. KW - Indoor Models KW - 3D Point Clouds KW - Machine KW - Learning KW - BIM KW - Service-Oriented Y1 - 2018 SN - 978-1-4503-5800-2 U6 - https://doi.org/10.1145/3208806.3208810 SP - 1 EP - 9 PB - Association for Computing Machinery CY - New York ER - TY - GEN A1 - Frank, Mario A1 - Kreitz, Christoph T1 - A theorem prover for scientific and educational purposes T2 - Electronic proceedings in theoretical computer science N2 - We present a prototype of an integrated reasoning environment for educational purposes. The presented tool is a fragment of a proof assistant and automated theorem prover. We describe the existing and planned functionality of the theorem prover and especially the functionality of the educational fragment. This currently supports working with terms of the untyped lambda calculus and addresses both undergraduate students and researchers. We show how the tool can be used to support the students' understanding of functional programming and discuss general problems related to the process of building theorem proving software that aims at supporting both research and education. Y1 - 2018 U6 - https://doi.org/10.4204/EPTCS.267.4 SN - 2075-2180 IS - 267 SP - 59 EP - 69 PB - Open Publishing Association CY - Sydney ER - TY - GEN A1 - Perscheid, Cindy A1 - Faber, Lukas A1 - Kraus, Milena A1 - Arndt, Paul A1 - Janke, Michael A1 - Rehfeldt, Sebastian A1 - Schubotz, Antje A1 - Slosarek, Tamara A1 - Uflacker, Matthias T1 - A tissue-aware gene selection approach for analyzing multi-tissue gene expression data T2 - 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) N2 - High-throughput RNA sequencing (RNAseq) produces large data sets containing expression levels of thousands of genes. The analysis of RNAseq data leads to a better understanding of gene functions and interactions, which eventually helps to study diseases like cancer and develop effective treatments. Large-scale RNAseq expression studies on cancer comprise samples from multiple cancer types and aim to identify their distinct molecular characteristics. Analyzing samples from different cancer types implies analyzing samples from different tissue origin. Such multi-tissue RNAseq data sets require a meaningful analysis that accounts for the inherent tissue-related bias: The identified characteristics must not originate from the differences in tissue types, but from the actual differences in cancer types. However, current analysis procedures do not incorporate that aspect. As a result, we propose to integrate a tissue-awareness into the analysis of multi-tissue RNAseq data. We introduce an extension for gene selection that provides a tissue-wise context for every gene and can be flexibly combined with any existing gene selection approach. We suggest to expand conventional evaluation by additional metrics that are sensitive to the tissue-related bias. Evaluations show that especially low complexity gene selection approaches profit from introducing tissue-awareness. KW - RNAseq KW - gene selection KW - tissue-awareness KW - TCGA KW - GTEx Y1 - 2018 SN - 978-1-5386-5488-0 U6 - https://doi.org/10.1109/BIBM.2018.8621189 SN - 2156-1125 SN - 2156-1133 SP - 2159 EP - 2166 PB - IEEE CY - New York ER - TY - GEN A1 - Poppenhagen, Nicole A1 - Temmen, Jens T1 - Across currents: Connections between Atlantic and (Trans) Pacific studies T2 - Atlantic studies : literary, cultural and historical perspectives KW - Transpacific studies KW - Pacific studies KW - Atlantic studies KW - transoceanic studies KW - archipelagic studies KW - Asian American studies KW - indigenous studies KW - oceanic discourse KW - Black Pacific Y1 - 2018 U6 - https://doi.org/10.1080/14788810.2017.1394131 SN - 1478-8810 SN - 1740-4649 VL - 15 IS - 2 SP - 149 EP - 159 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - GEN A1 - Aranda, Juan A1 - Schölzel, Mario A1 - Mendez, Diego A1 - Carrillo, Henry T1 - An energy consumption model for multiModal wireless sensor networks based on wake-up radio receivers T2 - 2018 IEEE Colombian Conference on Communications and Computing (COLCOM) N2 - Energy consumption is a major concern in Wireless Sensor Networks. A significant waste of energy occurs due to the idle listening and overhearing problems, which are typically avoided by turning off the radio, while no transmission is ongoing. The classical approach for allowing the reception of messages in such situations is to use a low-duty-cycle protocol, and to turn on the radio periodically, which reduces the idle listening problem, but requires timers and usually unnecessary wakeups. A better solution is to turn on the radio only on demand by using a Wake-up Radio Receiver (WuRx). In this paper, an energy model is presented to estimate the energy saving in various multi-hop network topologies under several use cases, when a WuRx is used instead of a classical low-duty-cycling protocol. The presented model also allows for estimating the benefit of various WuRx properties like using addressing or not. KW - Energy efficiency KW - multimodal wireless sensor network KW - low-duty-cycling KW - wake-up radio Y1 - 2018 SN - 978-1-5386-6820-7 U6 - https://doi.org/10.1109/ColComCon.2018.8466728 PB - IEEE CY - New York ER - TY - GEN A1 - Patalas-Maliszewska, Justyna A1 - Krebs, Irene T1 - An Information System Supporting the Eliciting of Expert Knowledge for Successful IT Projects T2 - Information and Software Technologies, ICIST 2018 N2 - In order to guarantee the success of an IT project, it is necessary for a company to possess expert knowledge. The difficulty arises when experts no longer work for the company and it then becomes necessary to use their knowledge, in order to realise an IT project. In this paper, the ExKnowIT information system which supports the eliciting of expert knowledge for successful IT projects, is presented and consists of the following modules: (1) the identification of experts for successful IT projects, (2) the eliciting of expert knowledge on completed IT projects, (3) the expert knowledge base on completed IT projects, (4) the Group Method for Data Handling (GMDH) algorithm, (5) new knowledge in support of decisions regarding the selection of a manager for a new IT project. The added value of our system is that these three approaches, namely, the elicitation of expert knowledge, the success of an IT project and the discovery of new knowledge, gleaned from the expert knowledge base, otherwise known as the decision model, complement each other. KW - Expert knowledge KW - IT project KW - Information system KW - GMDH Y1 - 2018 SN - 978-3-319-99972-2 SN - 978-3-319-99971-5 U6 - https://doi.org/10.1007/978-3-319-99972-2_1 SN - 1865-0929 SN - 1865-0937 VL - 920 SP - 3 EP - 13 PB - Springer CY - Berlin ER - TY - GEN T1 - Analyse umweltrelevanter Publikationen der Universität Potsdam 2015-2017 Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-410088 ER - TY - GEN A1 - Jamnok, Jutatip A1 - Sanchaisuriya, Kanokwan A1 - Yamsri, Supawadee A1 - Fucharoen, Goonnapa A1 - Fucharoen, Supan A1 - Schweigert, Florian J. A1 - Sanchaisuriya, Pattara T1 - Application of a new portable nephelometer for screening thalassemia in countries with limited resources T2 - International Journal of Laboratory Hematology Y1 - 2018 SN - 1751-5521 SN - 1751-553X VL - 40 SP - 62 EP - 62 PB - Wiley CY - Hoboken ER - TY - GEN A1 - Jamnok, Jutatip A1 - Sanchaisuriya, Kanokwan A1 - Yamsri, Supawadee A1 - Fucharoen, Goonnapa A1 - Fucharoen, Supan A1 - Schweigert, Florian J. A1 - Sanchaisuriya, Pattara T1 - Application of a new portable nephelometer for screening thalassemia in countries with limited resources T2 - International journal of laboratory hematology N2 - One-tube osmotic fragility (OF) test is a rapid test used widely for screening thalassemia in countries with limited resources. The test has important limitation in that its accuracy relies on observers’ experience. The iCheck Turbidity is a prototype of portable nephelometer developed by BioAnalyt (Bioanalyt GmbH, Germany). In this study, we assessed the applicability of the iCheck Turbidity, for checking turbidity of the OF-test Y1 - 2018 SN - 1751-5521 SN - 1751-553X VL - 40 SP - 62 EP - 62 PB - Wiley CY - Hoboken ER - TY - GEN A1 - Bin Tareaf, Raad A1 - Berger, Philipp A1 - Hennig, Patrick A1 - Meinel, Christoph T1 - ASEDS BT - Towards automatic social emotion detection system using facebook reactions T2 - IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)) N2 - The Massive adoption of social media has provided new ways for individuals to express their opinion and emotion online. In 2016, Facebook introduced a new reactions feature that allows users to express their psychological emotions regarding published contents using so-called Facebook reactions. In this paper, a framework for predicting the distribution of Facebook post reactions is presented. For this purpose, we collected an enormous amount of Facebook posts associated with their reactions labels using the proposed scalable Facebook crawler. The training process utilizes 3 million labeled posts for more than 64,000 unique Facebook pages from diverse categories. The evaluation on standard benchmarks using the proposed features shows promising results compared to previous research. The final model is able to predict the reaction distribution on Facebook posts with a recall score of 0.90 for "Joy" emotion. KW - Emotion Mining KW - Psychological Emotions KW - Machine Learning KW - Social Media Analysis KW - Natural Language Processing Y1 - 2018 SN - 978-1-5386-6614-2 U6 - https://doi.org/10.1109/HPCC/SmartCity/DSS.2018.00143 SP - 860 EP - 866 PB - IEEE CY - New York ER - TY - GEN A1 - Schäpers, Björn A1 - Niemueller, Tim A1 - Lakemeyer, Gerhard A1 - Gebser, Martin A1 - Schaub, Torsten H. T1 - ASP-Based Time-Bounded Planning for Logistics Robots T2 - Twenty-Eighth International Conference on Automated Planning and Scheduling (ICAPS 2018) N2 - Manufacturing industries are undergoing a major paradigm shift towards more autonomy. Automated planning and scheduling then becomes a necessity. The Planning and Execution Competition for Logistics Robots in Simulation held at ICAPS is based on this scenario and provides an interesting testbed. However, the posed problem is challenging as also demonstrated by the somewhat weak results in 2017. The domain requires temporal reasoning and dealing with uncertainty. We propose a novel planning system based on Answer Set Programming and the Clingo solver to tackle these problems and incentivize robot cooperation. Our results show a significant performance improvement, both, in terms of lowering computational requirements and better game metrics. Y1 - 2018 SN - 2334-0835 SN - 2334-0843 SP - 509 EP - 517 PB - ASSOC Association for the Advancement of Artificial Intelligence CY - Palo Alto ER - TY - GEN A1 - Gawron, Marian A1 - Cheng, Feng A1 - Meinel, Christoph T1 - Automatic vulnerability classification using machine learning T2 - Risks and Security of Internet and Systems N2 - The classification of vulnerabilities is a fundamental step to derive formal attributes that allow a deeper analysis. Therefore, it is required that this classification has to be performed timely and accurate. Since the current situation demands a manual interaction in the classification process, the timely processing becomes a serious issue. Thus, we propose an automated alternative to the manual classification, because the amount of identified vulnerabilities per day cannot be processed manually anymore. We implemented two different approaches that are able to automatically classify vulnerabilities based on the vulnerability description. We evaluated our approaches, which use Neural Networks and the Naive Bayes methods respectively, on the base of publicly known vulnerabilities. KW - Vulnerability analysis KW - Security analytics KW - Data mining Machine learning KW - Neural Networks Y1 - 2018 SN - 978-3-319-76687-4 SN - 978-3-319-76686-7 U6 - https://doi.org/10.1007/978-3-319-76687-4_1 SN - 0302-9743 SN - 1611-3349 SP - 3 EP - 17 PB - Springer CY - Cham ER - TY - GEN A1 - Repke, Tim A1 - Krestel, Ralf A1 - Edding, Jakob A1 - Hartmann, Moritz A1 - Hering, Jonas A1 - Kipping, Dennis A1 - Schmidt, Hendrik A1 - Scordialo, Nico A1 - Zenner, Alexander T1 - Beacon in the Dark BT - a system for interactive exploration of large email Corpora T2 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management N2 - The large amount of heterogeneous data in these email corpora renders experts' investigations by hand infeasible. Auditors or journalists, e.g., who are looking for irregular or inappropriate content or suspicious patterns, are in desperate need for computer-aided exploration tools to support their investigations. We present our Beacon system for the exploration of such corpora at different levels of detail. A distributed processing pipeline combines text mining methods and social network analysis to augment the already semi-structured nature of emails. The user interface ties into the resulting cleaned and enriched dataset. For the interface design we identify three objectives expert users have: gain an initial overview of the data to identify leads to investigate, understand the context of the information at hand, and have meaningful filters to iteratively focus onto a subset of emails. To this end we make use of interactive visualisations based on rearranged and aggregated extracted information to reveal salient patterns. Y1 - 2018 SN - 978-1-4503-6014-2 U6 - https://doi.org/10.1145/3269206.3269231 SP - 1871 EP - 1874 PB - Association for Computing Machinery CY - New York ER - TY - GEN A1 - Schulze, Götz T1 - Begrüßung durch den Dekan der Juristischen Fakultät der Universität Potsdam T2 - Deutsch-Ungarisches Symposium 2018 Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-409906 SN - 978-3-86956-428-9 SP - 9 EP - 11 PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - GEN A1 - Klieme, Eric A1 - Tietz, Christian A1 - Meinel, Christoph T1 - Beware of SMOMBIES BT - Verification of Users based on Activities while Walking T2 - The 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2018)/the 12th IEEE International Conference on Big Data Science and Engineering (IEEE BigDataSE 2018) N2 - Several research evaluated the user's style of walking for the verification of a claimed identity and showed high authentication accuracies in many settings. In this paper we present a system that successfully verifies a user's identity based on many real world smartphone placements and yet not regarded interactions while walking. Our contribution is the distinction of all considered activities into three distinct subsets and a specific one-class Support Vector Machine per subset. Using sensor data of 30 participants collected in a semi-supervised study approach, we prove that unsupervised verification is possible with very low false-acceptance and false-rejection rates. We furthermore show that these subsets can be distinguished with a high accuracy and demonstrate that this system can be deployed on off-the-shelf smartphones. KW - gait KW - authentication KW - smartphone KW - activities KW - verification KW - behavioral KW - continuous Y1 - 2018 SN - 978-1-5386-4387-7 SN - 978-1-5386-4389-1 U6 - https://doi.org/10.1109/TrustCom/BigDataSE.2018.00096 SN - 2324-9013 SP - 651 EP - 660 PB - IEEE CY - New York ER - TY - GEN A1 - Matthies, Christoph A1 - Teusner, Ralf A1 - Hesse, Günter T1 - Beyond Surveys BT - Analyzing software development artifacts to assess teaching efforts T2 - 2018 IEEE Frontiers in Education (FIE) Conference KW - software engineering KW - capstone course KW - development artifacts KW - Kanban KW - Scrum KW - Educational Data Mining Y1 - 2018 SN - 978-1-5386-1174-6 SN - 978-1-5386-1175-3 SN - 0190-5848 PB - IEEE CY - New York ER - TY - GEN A1 - Sicard, Adrien A1 - Lenhard, Michael T1 - Capsella T2 - Current biology Y1 - 2018 U6 - https://doi.org/10.1016/j.cub.2018.06.033 SN - 0960-9822 SN - 1879-0445 VL - 28 IS - 17 SP - R920 EP - R921 PB - Cell Press CY - Cambridge ER - TY - GEN A1 - Lehmann, Frederike A1 - Binet, Silvia A1 - Franz, Alexandra A1 - Taubert, Andreas A1 - Schorr, Susan T1 - Cation and anion substitutions in hybrid perovskites BT - solubility limits and phase stabilizing effects T2 - 7th World Conference on Photovoltaic Energy Conversion (WCPEC) (A Joint Conference of 45th IEEE PVSC, 28th PVSEC & 34th EU PVSEC) N2 - Organic or inorganic (A) metal (M) halide (X) perovskites (AMX(3)) are semiconductor materials setting the basis for the development of highly efficient, low-cost and multijunction solar energy conversion devices. The best efficiencies nowadays are obtained with mixed compositions containing methylammonium, formamidinium, Cs and Rb as well as iodine, bromine and chlorine as anions. The understanding of fundamental properties such as crystal structure and its effect on the band gap, as well as their phase stability is essential. In this systematic study X-ray diffraction and photoluminescense spectroscopy were applied to evaluate structural and optoelectronic properties of hybrid perovskites with mixed compositions. Y1 - 2018 SN - 978-1-5386-8529-7 U6 - https://doi.org/10.1109/PVSC.2018.8547645 SN - 2159-2330 SN - 2159-2349 SP - 1555 EP - 1558 PB - IEEE CY - New York ER - TY - GEN A1 - Bacskai-Atkari, Julia A1 - Baudisch, Lisa T1 - Clause typing in Germanic BT - A questionnaire and its results N2 - The questionnaire investigates the functional left periphery of various finite clauses in Germanic languages, with particular attention paid to clause-typing elements and the combinations thereof. The questionnaire is mostly concerned with clause typing in embedded clauses, but main clause counterparts are also considered for comparative purposes. The chief aim was to achieve comparable results across Germanic languages, though the standardised questionnaire may also be helpful in the study of other languages, too. Most questions examine the availability of various complementisers and clause-typing operators, and in some cases the movement of verbs to the left periphery is also taken into account. The questionnaire is split into seven major parts according to the types of clauses under scrutiny. All instructions were given in English and the individual questions either concern translations of given sentences from English into the target language, and/or they ask for specific details about the constructions in the target language. The present document contains the questionnaire itself (together with the instructions given at the beginning of the questionnaire and at the beginning of the individual sections, as well as the questions asking for personal data), the sociolinguistic data of the speakers, and the actual results for the individual languages. Five Germanic languages are included: Dutch, Danish, Icelandic, Norwegian and Swedish. For each language, two informants were recruited. Given the small number of informants, the present study serves as a qualitative investigation and as a basis for further, quantitative and experimental studies. N2 - Der Fragebogen untersucht die funktionale linke Peripherie von sämtlichen finiten Sätzen in germanischen Sprachen, wobei Elemente und deren Kombinationen, die den Satztyp bestimmen, im Vordergrund stehen. Der Fokus liegt insbesondere auf der Satztypmarkierung in eingebetteten Sätzen, jedoch werden auch Matrixsätze zum Vergleich herangezogen. Das Hauptziel war es, vergleichbare Ergebnisse zwischen germanischen Sprachen zu erhalten, jedoch kann der standardisierte Fragebogen auch bei der Untersuchung anderer Sprachen hilfreich sein. Die meisten Fragen beziehen sich auf die Einsetzbarkeit verschiedener Komplementierer und den Satztyp bestimmender Operatoren, und in einigen Fällen wird auch die Verbbewegung zur linken Peripherie berücksichtigt. Der Fragebogen untergliedert sich in sieben größere Abschnitte, je nach untersuchtem Satztyp. Alle Anweisungen wurden auf Englisch formuliert und die einzelnen Fragen beziehen sich auf Übersetzungen von auf Englisch gegebenen Sätzen in die Zielsprache, und/oder erkundigen sich über Einzelheiten der Konstruktionen in der Zielsprache. Das vorliegende Dokument beinhaltet den Fragebogen (samt den Anweisungen am Anfang des Fragebogens und am Anfang der einzelnen Abschnitte, wie auch den Fragen bezüglich persönlichen Daten), die soziolinguistischen Daten der Informanten, und die Ergebnisse für die einzelnen Sprachen. Fünf germanische Sprachen sind enthalten: Niederländisch, Dänisch, Isländisch, Norwegisch und Schwedisch. Es gaben je zwei Informanten pro Sprache. Da die Anzahl der Informanten niedrig ist, dient die vorliegende Studie als qualitative Untersuchung und als Basis für weitere, quantitative und experimentelle Studien. KW - clause type KW - complementiser KW - Danish KW - Dutch KW - Icelandic KW - left periphery KW - Norwegian KW - operator KW - syntax KW - Swedish KW - Dänisch KW - Isländisch KW - Komplementierer KW - linke Peripherie KW - Niederländisch KW - Norwegisch KW - Operator KW - Satztyp KW - Schwedisch KW - Syntax Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-406810 ER - TY - GEN A1 - Hocher, Berthold A1 - Zeng, Shufei T1 - Clear the fog around parathyroid hormone assays BT - what do iPTH assays really measure? T2 - Clinical journal of the American Society of Nephrology KW - Assays KW - Biological Assay KW - CKD KW - oxidative stress KW - PTH Y1 - 2018 U6 - https://doi.org/10.2215/CJN.01730218 SN - 1555-9041 SN - 1555-905X VL - 13 IS - 4 SP - 524 EP - 526 PB - American Society of Nephrology CY - Washington ER - TY - GEN A1 - Staubitz, Thomas A1 - Meinel, Christoph T1 - Collaborative Learning in MOOCs - Approaches and Experiments T2 - 2018 IEEE Frontiers in Education (FIE) Conference N2 - This Research-to-Practice paper examines the practical application of various forms of collaborative learning in MOOCs. Since 2012, about 60 MOOCs in the wider context of Information Technology and Computer Science have been conducted on our self-developed MOOC platform. The platform is also used by several customers, who either run their own platform instances or use our white label platform. We, as well as some of our partners, have experimented with different approaches in collaborative learning in these courses. Based on the results of early experiments, surveys amongst our participants, and requests by our business partners we have integrated several options to offer forms of collaborative learning to the system. The results of our experiments are directly fed back to the platform development, allowing to fine tune existing and to add new tools where necessary. In the paper at hand, we discuss the benefits and disadvantages of decisions in the design of a MOOC with regard to the various forms of collaborative learning. While the focus of the paper at hand is on forms of large group collaboration, two types of small group collaboration on our platforms are briefly introduced. KW - MOOC KW - Collaborative learning KW - Peer assessment KW - Team based assignment KW - Teamwork Y1 - 2018 SN - 978-1-5386-1174-6 SN - 0190-5848 PB - IEEE CY - New York ER - TY - GEN A1 - Best, Robert B. A1 - Zheng, Wenwei A1 - Borgia, Alessandro A1 - Buholzer, Karin A1 - Borgia, Madeleine B. A1 - Hofmann, Hagen A1 - Soranno, Andrea A1 - Nettels, Daniel A1 - Gast, Klaus A1 - Grishaev, Alexander A1 - Schuler, Benjamin T1 - Comment on "Innovative scattering analysis shows that hydrophobic disordered proteins are expanded in water" T2 - Science N2 - Riback et al. (Reports, 13 October 2017, p. 238) used small-angle x-ray scattering (SAXS) experiments to infer a degree of compaction for unfolded proteins in water versus chemical denaturant that is highly consistent with the results from Forster resonance energy transfer (FRET) experiments. There is thus no "contradiction" between the two methods, nor evidence to support their claim that commonly used FRET fluorophores cause protein compaction. Y1 - 2018 U6 - https://doi.org/10.1126/science.aar7101 SN - 0036-8075 SN - 1095-9203 VL - 361 IS - 6405 PB - American Assoc. for the Advancement of Science CY - Washington ER - TY - GEN A1 - Caupin, Frederic A1 - Holten, Vincent A1 - Qiu, Chen A1 - Guillerm, Emmanuel A1 - Wilke, Max A1 - Frenz, Martin A1 - Teixeira, Jose A1 - Soper, Alan K. T1 - Comment on "Maxima in the thermodynamic response and correlation functions of deeply supercooled water" T2 - Science N2 - Kim et al. recently measured the structure factor of deeply supercooled water droplets (Reports, 22 December 2017, p. 1589). We raise several concerns about their data analysis and interpretation. In our opinion, the reported data do not lead to clear conclusions about the origins of water’s anomalies. Y1 - 2018 U6 - https://doi.org/10.1126/science.aat1634 SN - 0036-8075 SN - 1095-9203 VL - 360 IS - 6390 PB - American Assoc. for the Advancement of Science CY - Washington ER - TY - GEN A1 - Hesse, Pia T1 - Comment: neither Sunken Vessel nor Blooming Flower! The Lotus Principle and International Humanitarian Law T2 - International Humanitarian Law in Areas of Limited Statehood: Adaptable and Legitimate or Rigid and Unreasonable? Y1 - 2018 SN - 978-3-8452-8955-7 SN - 978-3-8487-4807-5 U6 - https://doi.org/10.5771/9783845289557-80 SP - 80 EP - 85 PB - Nomos CY - Baden-Baden ER - TY - GEN A1 - Shaki, Samuel A1 - Fischer, Martin H. T1 - Commentary on: Elizabeth H. Toomarian; Edward M. Hubbard: On the genesis of spatial-numerical associations : evolutionary and cultural factors co-construct the mental number line. - In: Neuroscience & biobehavioral reviews. - 90 (2018), S. 184 - 199 T2 - Neuroscience & biobehavioral reviews : official journal of the International Behavioral Neuroscience Society Y1 - 2018 U6 - https://doi.org/10.1016/j.neubiorev.2018.10.002 SN - 0149-7634 SN - 1873-7528 VL - 95 SP - 189 EP - 190 PB - Elsevier CY - Oxford ER - TY - GEN A1 - Kewenig, Viktor A1 - Zhou, Yuefang A1 - Fischer, Martin H. T1 - Commentary: Robots as intentional agents BT - Using neuroscientific methods to make robots appear more social T2 - Frontiers in psychology KW - intentionality KW - social robots KW - verbal reports KW - humanoid KW - turing test Y1 - 2018 U6 - https://doi.org/10.3389/fpsyg.2018.01131 SN - 1664-1078 VL - 9 PB - Frontiers Research Foundation CY - Lausanne ER - TY - GEN A1 - Gräf, Ralph T1 - Comparative Biology of Centrosomal Structures in Eukaryotes T2 - Cells N2 - The centrosome is not only the largest and most sophisticated protein complex within a eukaryotic cell, in the light of evolution, it is also one of its most ancient organelles. This special issue of "Cells" features representatives of three main, structurally divergent centrosome types, i.e., centriole-containing centrosomes, yeast spindle pole bodies (SPBs), and amoebozoan nucleus-associated bodies (NABs). Here, I discuss their evolution and their key-functions in microtubule organization, mitosis, and cytokinesis. Furthermore, I provide a brief history of centrosome research and highlight recently emerged topics, such as the role of centrioles in ciliogenesis, the relationship of centrosomes and centriolar satellites, the integration of centrosomal structures into the nuclear envelope and the involvement of centrosomal components in non-centrosomal microtubule organization. KW - centrosome KW - centriole KW - cilium KW - basal body KW - spindle pole body KW - SPB KW - nucleus-associated body KW - NAB KW - microtubules Y1 - 2018 U6 - https://doi.org/10.3390/cells7110202 SN - 2073-4409 VL - 7 IS - 11 PB - MDPI CY - Basel ER - TY - GEN A1 - Bolotov, Maxim A1 - Smirnov, Lev A. A1 - Osipov, Grigory V. A1 - Pikovskij, Arkadij T1 - Complex chimera states in a nonlinearly coupled oscillatory medium T2 - 2018 2nd School on Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR) N2 - We consider chimera states in a one-dimensional medium of nonlinear nonlocally coupled phase oscillators. Stationary inhomogeneous solutions of the Ott-Antonsen equation for a complex order parameter that correspond to fundamental chimeras have been constructed. Stability calculations reveal that only some of these states are stable. The direct numerical simulation has shown that these structures under certain conditions are transformed to breathing chimera regimes because of the development of instability. Further development of instability leads to turbulent chimeras. KW - phase oscillator KW - nonlocal coupling KW - synchronization KW - chimera state KW - partial synchronization KW - phase lag KW - nonlinear dynamics Y1 - 2018 SN - 978-1-5386-5818-5 U6 - https://doi.org/10.1109/DCNAIR.2018.8589210 SP - 17 EP - 20 PB - IEEE CY - New York ER - TY - GEN A1 - Razzaq, Misbah A1 - Kaminski, Roland A1 - Romero, Javier A1 - Schaub, Torsten H. A1 - Bourdon, Jeremie A1 - Guziolowski, Carito T1 - Computing diverse boolean networks from phosphoproteomic time series data T2 - Computational Methods in Systems Biology N2 - Logical modeling has been widely used to understand and expand the knowledge about protein interactions among different pathways. Realizing this, the caspo-ts system has been proposed recently to learn logical models from time series data. It uses Answer Set Programming to enumerate Boolean Networks (BNs) given prior knowledge networks and phosphoproteomic time series data. In the resulting sequence of solutions, similar BNs are typically clustered together. This can be problematic for large scale problems where we cannot explore the whole solution space in reasonable time. Our approach extends the caspo-ts system to cope with the important use case of finding diverse solutions of a problem with a large number of solutions. We first present the algorithm for finding diverse solutions and then we demonstrate the results of the proposed approach on two different benchmark scenarios in systems biology: (1) an artificial dataset to model TCR signaling and (2) the HPN-DREAM challenge dataset to model breast cancer cell lines. KW - Diverse solution enumeration KW - Answer set programming KW - Boolean Networks KW - Model checking KW - Time series data Y1 - 2018 SN - 978-3-319-99429-1 SN - 978-3-319-99428-4 U6 - https://doi.org/10.1007/978-3-319-99429-1_4 SN - 0302-9743 SN - 1611-3349 VL - 11095 SP - 59 EP - 74 PB - Springer CY - Berlin ER - TY - GEN A1 - Combi, Carlo A1 - Oliboni, Barbara A1 - Weske, Mathias A1 - Zerbato, Francesca ED - Trujillo, JC Davis T1 - Conceptual modeling of processes and data BT - Connecting different perspectives T2 - Conceptual Modeling, ER 2018 N2 - Business processes constantly generate, manipulate, and consume data that are managed by organizational databases. Despite being central to process modeling and execution, the link between processes and data is often handled by developers when the process is implemented, thus leaving the connection unexplored during the conceptual design. In this paper, we introduce, formalize, and evaluate a novel conceptual view that bridges the gap between process and data models, and show some kinds of interesting insights that can be derived from this novel proposal. Y1 - 2018 SN - 978-3-030-00847-5 SN - 978-3-030-00846-8 U6 - https://doi.org/10.1007/978-3-030-00847-5_18 SN - 0302-9743 SN - 1611-3349 VL - 11157 SP - 236 EP - 250 PB - Springer CY - Cham ER - TY - GEN A1 - Perlich, Anja A1 - Meinel, Christoph T1 - Cooperative Note-Taking in Psychotherapy Sessions BT - an evaluation of the T2 - 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom) N2 - In the course of patient treatments, psychotherapists aim to meet the challenges of being both a trusted, knowledgeable conversation partner and a diligent documentalist. We are developing the digital whiteboard system Tele-Board MED (TBM), which allows the therapist to take digital notes during the session together with the patient. This study investigates what therapists are experiencing when they document with TBM in patient sessions for the first time and whether this documentation saves them time when writing official clinical documents. As the core of this study, we conducted four anamnesis session dialogues with behavior psychotherapists and volunteers acting in the role of patients. Following a mixed-method approach, the data collection and analysis involved self-reported emotion samples, user experience curves and questionnaires. We found that even in the very first patient session with TBM, therapists come to feel comfortable, develop a positive feeling and can concentrate on the patient. Regarding administrative documentation tasks, we found with the TBM report generation feature the therapists save 60% of the time they normally spend on writing case reports to the health insurance. KW - user experience KW - emotion measurement KW - computer-mediated therapy KW - behavior psychotherapy KW - human-computer interaction KW - medical documentation KW - note-taking Y1 - 2018 SN - 978-1-5386-4294-8 PB - IEEE CY - New York ER - TY - GEN A1 - Wiegmann, Alex A1 - Rutschmann, Ronja A1 - Willemsen, Pascale T1 - Correction to: Empirically Investigating the Concept of Lying (vol 34, pg 591, 2017) T2 - Journal of Indian Council of Philosophical Research Y1 - 2018 U6 - https://doi.org/10.1007/s40961-017-0123-9 SN - 0970-7794 SN - 2363-9962 VL - 35 IS - 1 SP - 223 EP - 223 PB - Springer CY - New Dehli ER - TY - GEN A1 - Dahm, Torsten A1 - Heimann, Sebastian A1 - Funke, Sigward A1 - Wendt, Siegfried A1 - Rappsilber, Ivo A1 - Bindi, Dino A1 - Plenefisch, Thomas A1 - Cotton, Fabrice Pierre T1 - Correction to: Seismicity in the block mountains between Halle and Leipzig, Central Germany: centroid moment tensors, ground motion simulation, and felt intensities of two M approximate to 3 earthquakes in 2015 and 2017 (vol 22, pg 985, 2018) T2 - Journal of seismology Y1 - 2018 U6 - https://doi.org/10.1007/s10950-018-9773-6 SN - 1383-4649 SN - 1573-157X VL - 22 IS - 6 SP - 1669 EP - 1671 PB - Springer CY - Dordrecht ER - TY - GEN A1 - Grünthal, Gottfried A1 - Stromeyer, Dietrich A1 - Bosse, Christian A1 - Cotton, Fabrice Pierre A1 - Bindi, Dino T1 - Correction to: The probabilistic seismic hazard assessment of Germanyversion 2016, considering the range of epistemic uncertainties and aleatory variability (vol 16, pg 4339, 2018) T2 - Bulletin of earthquake engineering : official publication of the European Association for Earthquake Engineering N2 - One paragraph of the manuscript of the paper has been inadvertently omitted in the very final stage of its compilation due to a technical mistake. Since this paragraph discusses the declustering of the used earthquake catalogue and is therefore necessary for the understanding of the seismicity data preprocessing, the authors decided to provide this paragraph in form of a correction. The respective paragraph belongs to chapter 2 of the paper, where it was placed originally, and should be inserted into the published paper before the second to the last paragraph. The omitted text reads as follows: Y1 - 2918 U6 - https://doi.org/10.1007/s10518-018-0398-5 SN - 1570-761X SN - 1573-1456 VL - 16 IS - 10 SP - 4397 EP - 4398 PB - Springer CY - Dordrecht ER - TY - GEN A1 - Blanchard, Gilles A1 - Scott, Clayton T1 - Corrigendum to: Classification with asymmetric label noise BT - Consistency and maximal denoising T2 - Electronic journal of statistics N2 - We point out a flaw in Lemma 15 of [1]. We also indicate how the main results of that section are still valid using a modified argument. Y1 - 2018 U6 - https://doi.org/10.1214/18-EJS1422 SN - 1935-7524 VL - 12 IS - 1 SP - 1779 EP - 1781 PB - Institute of Mathematical Statistics CY - Cleveland ER - TY - GEN A1 - Jara, Jorge A1 - Sánchez-Reyes, Hugo A1 - Socquet, Anne A1 - Cotton, Fabrice Pierre A1 - Virieux, Jean A1 - Maksymowicz, Andrei A1 - Díaz-Mojica, John A1 - Walpersdorf, Andrea A1 - Ruiz, Javier A1 - Cotte, Nathalie A1 - Norabuena, Edmundo T1 - Corrigendum to: Kinematic study of Iquique 2014 Mw 8.1 earthquake: Understanding the segmentation of the seismogenic zone. - (Earth and planetary science letters. - 503 (2018) S. 131 – 143) T2 - Earth and planetary science letters N2 - We study the rupture processes of Iquique earthquake 8.1 (2014/04/01) and its largest aftershock 7.7 (2014/04/03) that ruptured the North Chile subduction zone. High-rate Global Positioning System (GPS) recordings and strong motion data are used to reconstruct the evolution of the slip amplitude, rise time and rupture time of both earthquakes. A two-step inversion scheme is assumed, by first building prior models for both earthquakes from the inversion of the estimated static displacements and then, kinematic inversions in the frequency domain are carried out taken into account this prior information. The preferred model for the mainshock exhibits a seismic moment of 1.73 × 1021 Nm ( 8.1) and maximum slip of ∼9 m, while the aftershock model has a seismic moment of 3.88 × 1020 ( 7.7) and a maximum slip of ∼3 m. For both earthquakes, the final slip distributions show two asperities (a shallow one and a deep one) separated by an area with significant slip deficit. This suggests a segmentation along-dip which might be related to a change of the dipping angle of the subducting slab inferred from gravimetric data. Along-strike, the areas where the seismic ruptures stopped seem to be well correlated with geological features observed from geophysical information (high-resolution bathymetry, gravimetry and coupling maps) that are representative of the long-term segmentation of the subduction margin. Considering the spatially limited portions that were broken by these two earthquakes, our results support the idea that the seismic gap is not filled yet. Y1 - 2018 U6 - https://doi.org/10.1016/j.epsl.2018.11.026 SN - 0012-821X SN - 1385-013X VL - 506 SP - 347 EP - 347 PB - Elsevier CY - Amsterdam ER - TY - GEN A1 - Vasishth, Shravan A1 - Mertzen, Daniela A1 - Jäger, Lena A. A1 - Gelman, Andrew T1 - Corrigendum to: Shravan Vasishth, Daniela Mertzen, Lena A. Jäger, Andrew Gelman; The statistical significance filter leads to overoptimistic expectations of replicability. - Journal of Memory and Language. - 103 (2018), pg. 151 - 175 T2 - Journal of memory and language Y1 - 2018 U6 - https://doi.org/10.1016/j.jml.2018.09.004 SN - 0749-596X SN - 1096-0821 VL - 104 SP - 128 EP - 128 PB - Elsevier CY - San Diego ER - TY - GEN A1 - Lazuras, Lambros A1 - Barkoukis, Vassilis A1 - Loukovitis, Andreas A1 - Brand, Ralf A1 - Hudson, Andy A1 - Mallia, Luca A1 - Michaelides, Michalis A1 - Muzi, Milena A1 - Petroczi, Andrea A1 - Zelli, Arnaldo T1 - Corrigendum: "I Want It All, and I Want It Now": Lifetime Prevalence and Reasons for Using and Abstaining from Controlled Performance and Appearance Enhancing Substances (PAES) among Young Exercisers and Amateur Athletes in Five European Countries (Frontiers in psychology. - 8 (2017), 717.) T2 - Frontiers in psychology KW - doping KW - behavioral reasoning KW - exercise KW - fitness KW - recreational sport KW - young adults Y1 - 2018 U6 - https://doi.org/10.3389/fpsyg.2018.01162 SN - 1664-1078 VL - 9 PB - Frontiers Research Foundation CY - Lausanne ER - TY - GEN A1 - Ayzel, Georgy A1 - Izhitskiy, Alexander ED - Xu, Z Peng T1 - Coupling physically based and data-driven models for assessing freshwater inflow into the Small Aral Sea T2 - Innovative Water Resources Management in a Changing Environment – Understanding and Balancing Interactions between Humankind and Nature N2 - The Aral Sea desiccation and related changes in hydroclimatic conditions on a regional level is a hot topic for past decades. The key problem of scientific research projects devoted to an investigation of modern Aral Sea basin hydrological regime is its discontinuous nature - the only limited amount of papers takes into account the complex runoff formation system entirely. Addressing this challenge we have developed a continuous prediction system for assessing freshwater inflow into the Small Aral Sea based on coupling stack of hydrological and data-driven models. Results show a good prediction skill and approve the possibility to develop a valuable water assessment tool which utilizes the power of classical physically based and modern machine learning models both for territories with complex water management system and strong water-related data scarcity. The source code and data of the proposed system is available on a Github page (https://github.com/SMASHIproject/IWRM2018). Y1 - 2018 U6 - https://doi.org/10.5194/piahs-379-151-2018 SN - 2199-899X VL - 379 SP - 151 EP - 158 PB - Copernicus CY - Göttingen ER - TY - GEN A1 - Torkura, Kennedy A. A1 - Sukmana, Muhammad Ihsan Haikal A1 - Strauss, Tim A1 - Graupner, Hendrik A1 - Cheng, Feng A1 - Meinel, Christoph T1 - CSBAuditor BT - proactive security risk analysis for cloud storage broker systems T2 - 17th International Symposium on Network Computing and Applications (NCA) N2 - Cloud Storage Brokers (CSB) provide seamless and concurrent access to multiple Cloud Storage Services (CSS) while abstracting cloud complexities from end-users. However, this multi-cloud strategy faces several security challenges including enlarged attack surfaces, malicious insider threats, security complexities due to integration of disparate components and API interoperability issues. Novel security approaches are imperative to tackle these security issues. Therefore, this paper proposes CSBAuditor, a novel cloud security system that continuously audits CSB resources, to detect malicious activities and unauthorized changes e.g. bucket policy misconfigurations, and remediates these anomalies. The cloud state is maintained via a continuous snapshotting mechanism thereby ensuring fault tolerance. We adopt the principles of chaos engineering by integrating Broker Monkey, a component that continuously injects failure into our reference CSB system, Cloud RAID. Hence, CSBAuditor is continuously tested for efficiency i.e. its ability to detect the changes injected by Broker Monkey. CSBAuditor employs security metrics for risk analysis by computing severity scores for detected vulnerabilities using the Common Configuration Scoring System, thereby overcoming the limitation of insufficient security metrics in existing cloud auditing schemes. CSBAuditor has been tested using various strategies including chaos engineering failure injection strategies. Our experimental evaluation validates the efficiency of our approach against the aforementioned security issues with a detection and recovery rate of over 96 %. KW - Cloud-Security KW - Cloud Audit KW - Security Metrics KW - Security Risk Assessment KW - Secure Configuration Y1 - 2018 SN - 978-1-5386-7659-2 U6 - https://doi.org/10.1109/NCA.2018.8548329 PB - IEEE CY - New York ER - TY - GEN A1 - Loster, Michael A1 - Naumann, Felix A1 - Ehmueller, Jan A1 - Feldmann, Benjamin T1 - CurEx BT - a system for extracting, curating, and exploring domain-specific knowledge graphs from text T2 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management N2 - The integration of diverse structured and unstructured information sources into a unified, domain-specific knowledge base is an important task in many areas. A well-maintained knowledge base enables data analysis in complex scenarios, such as risk analysis in the financial sector or investigating large data leaks, such as the Paradise or Panama papers. Both the creation of such knowledge bases, as well as their continuous maintenance and curation involves many complex tasks and considerable manual effort. With CurEx, we present a modular system that allows structured and unstructured data sources to be integrated into a domain-specific knowledge base. In particular, we (i) enable the incremental improvement of each individual integration component; (ii) enable the selective generation of multiple knowledge graphs from the information contained in the knowledge base; and (iii) provide two distinct user interfaces tailored to the needs of data engineers and end-users respectively. The former has curation capabilities and controls the integration process, whereas the latter focuses on the exploration of the generated knowledge graph. Y1 - 2018 SN - 978-1-4503-6014-2 U6 - https://doi.org/10.1145/3269206.3269229 SP - 1883 EP - 1886 PB - Association for Computing Machinery CY - New York ER - TY - GEN A1 - Bazhenova, Ekaterina A1 - Zerbato, Francesca A1 - Weske, Mathias T1 - Data-Centric Extraction of DMN Decision Models from BPMN Process Models T2 - Business Process Management Workshops N2 - Operational decisions in business processes can be modeled by using the Decision Model and Notation (DMN). The complementary use of DMN for decision modeling and of the Business Process Model and Notation (BPMN) for process design realizes the separation of concerns principle. For supporting separation of concerns during the design phase, it is crucial to understand which aspects of decision-making enclosed in a process model should be captured by a dedicated decision model. Whereas existing work focuses on the extraction of decision models from process control flow, the connection of process-related data and decision models is still unexplored. In this paper, we investigate how process-related data used for making decisions can be represented in process models and we distinguish a set of BPMN patterns capturing such information. Then, we provide a formal mapping of the identified BPMN patterns to corresponding DMN models and apply our approach to a real-world healthcare process. KW - Business process models KW - Process-related data KW - Decision models Y1 - 2018 SN - 978-3-319-74030-0 SN - 978-3-319-74029-4 U6 - https://doi.org/10.1007/978-3-319-74030-0_43 SN - 1865-1348 VL - 308 SP - 542 EP - 555 PB - Springer CY - Berlin ER - TY - GEN A1 - Pufahl, Luise A1 - Wong, Tsun Yin A1 - Weske, Mathias T1 - Design of an extensible BPMN process simulator T2 - Business Process Management Workshops (BPM 2017) N2 - Business process simulation is an important means for quantitative analysis of a business process and to compare different process alternatives. With the Business Process Model and Notation (BPMN) being the state-of-the-art language for the graphical representation of business processes, many existing process simulators support already the simulation of BPMN diagrams. However, they do not provide well-defined interfaces to integrate new concepts in the simulation environment. In this work, we present the design and architecture of a proof-of-concept implementation of an open and extensible BPMN process simulator. It also supports the simulation of multiple BPMN processes at a time and relies on the building blocks of the well-founded discrete event simulation. The extensibility is assured by a plug-in concept. Its feasibility is demonstrated by extensions supporting new BPMN concepts, such as the simulation of business rule activities referencing decision models and batch activities. KW - Business process simulation KW - Extensibility KW - BPMN Y1 - 2018 SN - 978-3-319-74030-0 SN - 978-3-319-74029-4 U6 - https://doi.org/10.1007/978-3-319-74030-0_62 SN - 1865-1348 VL - 308 SP - 782 EP - 795 PB - Springer CY - Berlin ER - TY - GEN A1 - Kötzing, Timo A1 - Lagodzinski, Gregor J. A. A1 - Lengler, Johannes A1 - Melnichenko, Anna T1 - Destructiveness of Lexicographic Parsimony Pressure and Alleviation by a Concatenation Crossover in Genetic Programming T2 - Parallel Problem Solving from Nature – PPSN XV N2 - For theoretical analyses there are two specifics distinguishing GP from many other areas of evolutionary computation. First, the variable size representations, in particular yielding a possible bloat (i.e. the growth of individuals with redundant parts). Second, the role and realization of crossover, which is particularly central in GP due to the tree-based representation. Whereas some theoretical work on GP has studied the effects of bloat, crossover had a surprisingly little share in this work. We analyze a simple crossover operator in combination with local search, where a preference for small solutions minimizes bloat (lexicographic parsimony pressure); the resulting algorithm is denoted Concatenation Crossover GP. For this purpose three variants of the wellstudied Majority test function with large plateaus are considered. We show that the Concatenation Crossover GP can efficiently optimize these test functions, while local search cannot be efficient for all three variants independent of employing bloat control. Y1 - 2018 SN - 978-3-319-99259-4 SN - 978-3-319-99258-7 U6 - https://doi.org/10.1007/978-3-319-99259-4_4 SN - 0302-9743 SN - 1611-3349 VL - 11102 SP - 42 EP - 54 PB - Springer CY - Cham ER - TY - GEN A1 - Ehmann, Lisa A1 - Zoller, Michael A1 - Minichmayr, Iris K. A1 - Schmitt, Maximilian V. A1 - Hartung, Niklas A1 - Huisinga, Wilhelm A1 - Zander, Johannes A1 - Kloft, Charlotte T1 - Development of a tool to identify intensive care patients at risk of meropenem therapy failure T2 - International Journal of Clinical Pharmacy Y1 - 2018 SN - 2210-7703 SN - 2210-7711 VL - 40 IS - 1 SP - 317 EP - 317 PB - Springer CY - Dordrecht ER -