Faculty of Computer Science and Biomedical Engineering (7000)

  • 8010

    Inffeldgasse 10 Graz

    Austria

Research Output 1970 2019

Filter
Conference contribution
2018

CultArc3D_mini: Fully Automatic Zero-Button 3D Replicator

Ritz, M., Knuth, M., Santos, P. & Fellner, D. W., 2018, GCH 2018: Eurographics Workshop on Graphics and Cultural Heritage. 10 p. (GCH 2018: Eurographics Workshop on Graphics and Cultural Heritage).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access

Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI

Holzinger, A., Kieseberg, P., Weippl, E. & Tjoa, A. M., 2018, Machine Learning and Knowledge Extraction. CD-MAKE 2018. Springer International, p. 1-8 (Lecture Notes in Computer Science; vol. 11015).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

File
Artificial intelligence
Learning systems
Data privacy
Ontology
Adaptive systems

Data Analytics for Industrial Process Improvement - A Vision Paper

Thalmann, S., Mangler, J., Schreck, T., Huemer, C., Streit, M., Pauker, F., Weichhart, G., Schulte, S., Kittl, C., Pollak, C., Vukovic, M., Kappel, G., Gashi, M., Rinderle-Ma, S., Suschnigg, J., Jekic, N. & Lindstaedt, S., 1 Jul 2018, IEEE Conf. on Business Informatics, Workshop on Business Analytics in Practice and Applied Research. Vol. 02. p. 92-96 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

DATA - Differential Address Trace Analysis: Finding Address-based Side-Channels in Binaries

Weiser, S., Zankl, A., Spreitzer, R., Miller, K., Mangard, S. & Sigl, G., 2018, Proceedings of the 27th USENIX Security Symposium . USENIX Association, p. 603-620

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 7 Dec 2018, 2018 IEEE Intelligent Transportation Systems Conference, ITSC 2018. Institute of Electrical and Electronics Engineers, Vol. 2018-November. p. 3212-3217 6 p. 8569670

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computer vision
Cameras
Neural networks
Data storage equipment

Denoising of functional Arterial Spin Labeling (fASL) perfusion data using infimal convolution of total generalized variation functionals (ICTGV)

Spann, S. M., Schlögl, M., Aigner, C. S., Koschutnig, K., Holler, M., Bredies, K. & Stollberger, R., 2018, Proc. Intl. Soc. Mag. Reson. Med. 26.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Development of a Protocol for Automated Glucose Measurement Transmission Used in Clinical Decision Support Systems Based on the Continua Design Guidelines

Meyer, M., Donsa, K., Truskaller, T., Frohner, M., Pohn, B., Felfernig, A., Sinner, F. & Pieber, T. R., 2018, Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions - Proceedings of the 12th eHealth Conference, eHealth 2018, Vienna, Austria, May 2018. p. 132-139 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Digging for Gold: Motivating Users to Explore Alternative Search Interfaces

Fessl, A., Wertner, A. & Pammer-Schindler, V., 2018, Proceedings of the 13th European Conference on Technology Enhanced Learning (ECTEL). Springer, p. 636 639 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

EduRobot Taxonomy: A Provisional Schema for Classifying Educational Robots

Catlin, D., Kandlhofer, M. & Holmquist, S., 2018, Robotics in Education 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

EduRobot Taxonomy and Papert’s Paradigm

Catlin, D., Kandlhofer, M., Holmquist, S., Csizmadia, A. P., Angel-Fernandez, J. & Cabibihan, J-J., 2018, Constructionism 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Efficient 3D Pose Estimation and 3D Model Retrieval

Grabner, A., Roth, P. M. & Lepetit, V., 2018, Proceedings of the 42nd OAGM Workshop. Welk, M., Urschler, M. & Roth, P. M. (eds.). Verlag der Technischen Universität Graz, 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

Efficient Physics-Based Implementation for Realistic Hand-Object Interaction in Virtual Reality

Höll, M., Oberweger, M., Arth, C. & Lepetit, V., 2018, IEEE Conference on Virtual Reality and 3D User Interfaces.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Elastic Flattening of Painted Pottery Surfaces

Preiner, R., Karl, S., Bayer, P. & Schreck, T., 2018, Proc. EG Workshop on Graphics and Cultural Heritage.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Enabling Teenagers to Create and Share Apps

Müller, M., Schindler, C., Luhana, K. K. & Slany, W., 21 Nov 2018, 2018 IEEE Conference on Open Systems (ICOS). Langkawi, Malaysia: Institute of Electrical and Electronics Engineers, p. 25-30 6 p. 5

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Enhanced Assessment Approaches in Immersive Environments: Meeting Competency-Oriented Requirements in the Classroom

Maderer, J., Pirker, J. & Gütl, C., 2018, Proceedings of ICL 2018 - The Challenges of the Digital Transformation in Education. Springer, p. 752-763

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Estimating cardiac intensive care patients’ responsiveness to late conservative fluid management using systems analysis

Bergmoser, K. M., Langthaler, S., Lassnig, A., Horn, M. & Baumgartner, C., Jun 2018, IFMBE Proceedings. Prague: Springer, Vol. 68. p. 635-638 (IFMBE Proceedings; vol. 68).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Evaluation of CNN-based Single-Image Depth Estimation Methods

Koch, T., Liebel, L., Fraundorfer, F. & Körner, M., 2018, Proceedings ECCV 2018 Workshops.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Expansion-Based QBF Solving Without Recursion

Bloem, R., Braud-Santoni, N., Hadzic, V., Egly, U., Lonsing, F. & Seidl, M., 2018, fmcad.18: Proceedings of the 18th Conference on Formal Methods in Computer-Aided Design (FMCAD 2018). Bjørner, N. & Gurfinkel, A. (eds.). p. 40-49

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Explainable AI: The new 42?

Goebel, R., Chander, A., Holzinger, K., Lecue, F., Akata, Z., Stumpf, S., Kieseberg, P. & Holzinger, A., 1 Jan 2018, Machine Learning and Knowledge Extraction - Second IFIP TC 5, TC 8/WG 8.4, 8.9, TC 12/WG 12.9 International Cross-Domain Conference, CD-MAKE 2018, Proceedings. Springer Verlag Heidelberg, p. 295-303 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11015 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Reasoning
Expert systems
Learning systems
Expert System
Network architecture

Exploit 18F-FDG enhanced urinary bladder in PET data for deep learning ground truth generation in CT scans

Gsaxner, C., Pfarrkirchner, B., Lindner, L., Jakse, N., Wallner, J., Schmalstieg, D. & Egger, J., 12 Mar 2018, Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE Press, SPIE - The International Society for Optical Engineering

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Exploring challenges in data-driven business model innovation from Austrian enterprises

Fruhwirth, M., Breitfuss, G. & Pammer-Schindler, V., 2018, Proceedings of the XXIX ISPIM Innovation Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Exploring the similarity of grasping representations among EEG, EMG, kinematic activity and categorical models

Sburlea, A. I., 2018, 7th International BCI Meeting.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Exploring the usage of time-of-flight cameras for contact and remote photoplethysmography

Nahler, C., Feldhofer, B., Ruether, M., Holweg, G. & Druml, N., 12 Oct 2018, Proceedings - 21st Euromicro Conference on Digital System Design, DSD 2018. Institute of Electrical and Electronics Engineers, p. 433-441 9 p. 8491850

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Photoplethysmography
Cameras
Electrocardiography
Skin
Infrared radiation

Extending Document Exploration with Image Retrieval: Concept and First Results

Shao, L., Glatz, M., Gergely, E., Müller, M., Munter, D., Papst, S. & Schreck, T., 2018, Poster at IEEE/VGTC Conference on Visualization (EuroVis).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Extending the Centerpoint Theorem to Multiple Points

Pilz, A. & Schnider, P., 2018, Proc. 29th International Symposium on Algorithms and Computation (ISAAC 2018). Schloss Dagstuhl, Leibniz-Zentrum fü Informatik GmbH, Vol. 123. p. 53:1-53:13 13 p. 53

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

faimGraph: High Performance Management of Fully-Dynamic Graphs under tight Memory Constraints on the GPU

Winter, M., Mlakar, D., Zayer, R., Seidel, H-P. & Steinberger, M., 2018, High Performance Computing, Networking, Storage and Analysis (SC’18), 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images

Rad, M., Oberweger, M. & Lepetit, V., 2018, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Finding traces of self-regulated learning in activity streams

Cicchinelli, A. I., Veas, E. E., Pardo, A., Pammer-Schindler, V., Fessl, A., Souta Barreiros, C. A. & Lindstaedt, S., Mar 2018, Proceeding LAK '18 Proceedings of the 8th International Conference on Learning Analytics and Knowledge. Association of Computing Machinery, p. 191 200 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
Students

Formal Verification of Masked Hardware Implementations in the Presence of Glitches

Bloem, R., Groß, H., Iusupov, R., Könighofer, B., Mangard, S. & Winter, J., 2018, EUROCRYPT . Springer, Vol. 10821. p. 321-353 33 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

From Machine Learning to Explainable AI

Holzinger, A., 25 Aug 2018, IEEE 2018 World Symposium on Digital Intelligence for Systems and Machines (DISA). New York: IEEE Computer Society, p. 55-66

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

From Refugee to Programmer? An Action-Based Learning Approach for Teaching Coding to Refugees

Wolf, D. & Ebner, M., 5 Jul 2018, Proceedings of EdMedia: World Conference on Educational Media and Technology . Amsterdam, Netherlands: Association for the Advancement of Computing in Education, p. 2042-2056

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Fully Convolutional Mandible Segmentation on a valid Ground-Truth Dataset

Egger, J., Pfarrkirchner, B., Gsaxner, C., Lindner, L., Schmalstieg, D. & Wallner, J., 2018, Proceedings IEEE Engineering in Medicine and Biology Conference (EMBC).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Gaining efficiency in human assisted transcription and speech annotation in legislative proceedings

Ruprechter, T., Khosmood, F., Kuboi, T., Dekhtyar, A. & Gütl, C., 30 May 2018, Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, DG.O 2018. Association of Computing Machinery, a117

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Transcription

Gamification in MOOCs: A Review of the State of the Art

Khalil, M., Wong, J., de Koning, B., Ebner, M. & Paas, F., 15 Apr 2018, 2018 IEEE Global Engineering Education Conference. Santa Cruz de Tenerife, Canary Islands, Spain, p. 1635-1644

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Generalized Trajectory Planning for Nonlinear Interventions

Fauser, J., Stenin, I., Kristin, J., Klenzner, T. U. D., Schipper, J. U. D., Fellner, D. & Mukhopadhyay, A., 2018, OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis: CARE 2018, CLIP 2018, OR 2.0 2018, ISIC 2018. Springer, p. 46-53 8 p. (Lecture Notes in Computer Science; vol. 11041).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Generating Configuration Models from Requirements to Assist in Product Management - Dependency Engine and its Performance Assessment

Tiihonen, J., Raitahila, I., Raatikainen, M., Felfernig, A. & Männistö, T., 2018, Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018.. p. 69-76 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation

Neff, T., Payer, C., Štern, D. & Urschler, M., May 2018, Proceedings of the OAGM Workshop 2018: Medical Image Analysis. Welk, M., Roth, P. M. & Urschler, M. (eds.). Verlag der Technischen Universität Graz, p. 22-29 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access

Generic Double-Authentication Preventing Signatures and a Post-quantum Instantiation

Derler, D., Ramacher, S. & Slamanig, D., 2018, Provable Security - 12th International Conference, ProvSec 2018, Jeju, South Korea, October 25-28, 2018, Proceedings. Springer Verlag, p. 258-276 (Lecture Notes in Computer Science; vol. 11192).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

German Language Training App for Primary School Children

Schwaiger, A., Ebner, M. & Ebner, M., 25 Jun 2018, Proceedings of EdMedia: World Conference on Educational Media and Technology. Amsterdam, p. 1202-1210

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Globally Consistent Dense Real-Time 3D Reconstruction from RGBD Data

Weilharter, R. J., Schenk, F. & Fraundorfer, F., 2018, Proceedings of the OAGM Workshop 2018: Medical Image Analysis. Welk, M., Urschler, M. & Roth, P. M. (eds.). Graz: Verlag der Technischen Universität Graz, p. 121-127 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
Surface reconstruction
Cameras

Group Decision Support for Requirements Management Processes

Samer, R., Atas, M., Felfernig, A., Stettinger, M., Falkner, A. A. & Schenner, G., 2018, Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018.. p. 19-24 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

HEALTHeBIKES-Smart E-Bike prototype for controlled exercise in Telerehabilitation programs

Mayr, P., Falgenhauer, M., Modre-Osprian, R., Hofmann, P., Traninger, H., Rath, M. & Schreier, G., 1 Jan 2018, Health Informatics Meets eHealth: Biomedical Meets eHealth - From Sensors to Decisions - Proceedings of the 12th eHealth Conference. IOS Press, p. 307-313 7 p. (Studies in Health Technology and Informatics; vol. 248).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Patient rehabilitation
Rehabilitation
Smartphones
Feasibility Studies
Microcontrollers

Highly-Efficient Fully-Anonymous Dynamic Group Signatures

Derler, D. & Slamanig, D., 2018, (Accepted/In press) Proceedings of the 2018 ACM Asia Conference on Computer and Communications Security, AsiaCCS 2018, Songdo, Incheon, Korea, June 4-8, 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

High Speed ASIC Implementations of Leakage-Resilient Cryptography

Schilling, R., Unterluggauer, T., Mangard, S., Gürkaynak, F. K., Mühlberghuber, M. & Benini, L., Mar 2018, Design, Automation & Test in Europe Conference - DATE 2018. Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

Holes in 2-convex point sets

Aichholzer, O., Balko, M., Hackl, T., Pilz, A., Ramos, P., Valtr, P. & Vogtenhuber, B., 1 Jan 2018, Combinatorial Algorithms - 28th International Workshop, IWOCA 2017, Revised Selected Papers. Springer Verlag Heidelberg, Vol. 10765. p. 169-181 13 p. (Lecture Notes in Computer Science ; vol. 10765 ).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Point Sets
Convex Sets
Interior
Simple Polygon
Integer

How Fast is MQTT? Statistical Model Checking and Testing of IoT Protocols

Aichernig, B. K. & Schumi, R. A., 2018, Quantitative Evaluation of Systems - 15th International Conference, QEST 2018. Springer

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Model checking
Network protocols
Testing
Chemical analysis
Internet of things

How to fit a tree in a box

Akitaya, H. A., Löffler, M. & Parada, I., 1 Jan 2018, Graph Drawing and Network Visualization - 26th International Symposium, GD 2018, Proceedings. Springer Verlag Heidelberg, p. 361-367 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11282 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Binary trees
Binary Tree
Grid
Straight Line
NP-complete problem

Human Upper-Body Inverse Kinematics for Increased Embodiment in Consumer-Grade Virtual Reality

Parger, M., Müller, J., Steinberger, M. & Schmalstieg, D., 2018, Proc. ACM Virtual Reality Software and Technology (VRST).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Hunting Password Leaks in Android Applications

Feichtner, J., 2018, ICT Systems Security and Privacy Protection. Jan Janczewski, L. & Kutyłowski, M. (eds.). Cham: Springer International Publishing AG , Vol. 529. p. 278-292 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File
Inspection

Identifying Immersive Environments’ most relevant Research Topics: An Instrument to query Researchers and Practitioners

Gaspar, H., Morgado, L., Mamede, H., Manjón, B. & Gütl, C., 2018, iLRN 2018 Montana: Workshop, Long and Short Paper, and Poster Proceedings from the Fourth Immersive Learning Research Network Conference. Verlag der Technischen Universität Graz, p. 48-71

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access