Johan Lilius

Publications

Research output per year 1997 1999 2003 2005 2008 2009 2011 2013 2014 2015 2022

• 138 Conference contribution
• 42 Commissioned report
• 24 Article
• 14 Chapter
• 3 More
  • 1 Edited Book/Edited Journal
  • 1 Abstract
  • 1 Conference article

Research output per year

Research output per year

Search results

• 2020

  A survey of machine learning approaches for surface maritime navigation

  Azimi, S., Salokannel, J., Lafond, S., Lilius, J., Salokorpi, M. & Porres, I., 2020, Maritime Transport VIII: proceedings of the 8th International Conference on Maritime Transport: Technology, Innovation and Research: Maritime Transport '20. Iniciativa Digital Politècnica, p. 103 117 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Collisions 60%
  • Autonomous Navigation 40%
  • Formal Specification 20%
  • Algorithms 20%
  33 Downloads (Pure)

• Comparing CNN-Based Object Detectors on Two Novel Maritime Datasets

  Soloviev, V., Farahnakian, F., Zelioli, L., Iancu, B., Lilius, J. & Heikkonen, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020. IEEE, 9106019. (2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  • Convolutional Neural Network 100%
  • Algorithms 66%
  • Availability 33%
  • Box Performance 33%
  • Small Category 33%
  9 Citations (Scopus)

• On the Verification and Validation of AI Navigation Algorithms

  Porres, I., Azimi, S., Lafond, S., Lilius, J., Salokannel, J. & Salokorpi, M., 2020, Global OCEANS 2020.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Professional

  Open Access

• Recursive Task Generation for Scalable SDF Graph Execution on Multicore Processors

  Georgakarakos, G. & Lilius, J., Mar 2020, Proceedings 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing PDP 2020. IEEE Computer Society Conference Publishing Services (CPS), p. 196-200 9092315. (Proceedings - 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2020).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  File

  • Optimization 100%
  • Multicore Processor 100%
  • Scalability 50%
  • Code Generation 50%
  • Algorithms 50%
  3 Downloads (Pure)

• Scenario-based Testing of a Ship Collision Avoidance System

  Porres, I., Azimi, S. & Lilius, J., 2020, 2020 46th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, p. 545-552

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  • Collisions 100%
  • Testing 100%
  • Collision Avoidance System 66%
  • Algorithms 33%
  • Experimental Result 33%
  8 Citations (Scopus)
• 2018

  Efficient task-based code generation for SDF graph execution on multicore processors

  Georgakarakos, G. & Lilius, J., 2018, 2018 Conference on Design and Architectures for Signal and Image Processing (DASIP). IEEE, p. 112–117

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  1 Citation (Scopus)

• Inactivity Benchmarking

  Lund, W. & Lilius, J., 2018, 2018 International Conference on High Performance Computing & Simulation (HPCS). Smari Khalid Zine-Dine, W. W. (ed.). IEEE, p. 1028–1033

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• IoT at Sea

  Nybom, K., Lund, W., Lafond, S., Lilius, J., Björkqvist, J., Suominen, K. & Tuulos, K., 2018, 2018 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). IEEE, p. 1–7 7 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  File
  3 Citations (Scopus)

  22 Downloads (Pure)

• Quantifying the Interaction Between Structural Properties of Software and Hardware in the ARM Big.LITTLE Architecture

  Stepanovic, S., Georgakarakos, G., Holmbacka, S. & Lilius, J., 2018, 2018 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP). Merelli, I., Lio, P. & Kotenko, I. (eds.). IEEE, p. 138–144

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File
  2 Citations (Scopus)

  50 Downloads (Pure)
• 2017

  A Method for Automatic Whoosh Sound Description

  Chernyi, E., Lilius, J. & Mouromtsev, D., 2017, Proceedings of the 20th International Conference on Digital Audio Effects (DAFx-17), Edinburgh, UK, September 5–9, 2017. Torin, A., Hamilton, B., Bilbao, S. & Newton, M. (eds.). p. 459–465

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  File
  85 Downloads (Pure)

• Detecting data-parallel synchronous dataflow graphs

  Kanur Chandra Shekar, S., Lilius, J. & Ersfolk, J., 2017, Design and Architectures for Signal and Image Processing (DASIP), 2017 Conference on. IEEE, p. 67–72

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Task-based execution of synchronous dataflow graphs for scalable multicore computing

  Georgakarakos, G., Kanur Chandra Shekar, S., Lilius, J. & Desnos, K., 2017, Signal Processing Systems (SiPS), 2017 IEEE International Workshop on. IEEE, p. –

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  3 Citations (Scopus)
• 2016

  A Knowledge Engineering Approach to Computational Creativity in Sound Design

  Chernyi, E., Lilius, J., Brusila, J. & Mouromtsev, D., 2016, Proceedings. 1st Conference on Computer Simulation of Musical Creativity. Jan, S. & Valerio, V. (eds.). University of Huddersfield, p. –

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Professional

• Analysis on scalability and energy efficiency of HEVC decoding using task-based programming model

  Georgakarakos, G., Holmbacka, S. & Lilius, J., 2016, Design and Architectures for Signal and Image Processing (DASIP), 2016 Conference on. Cerisier, S. & Adam Morawiec, D. (eds.). IEEE, p. –

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  1 Citation (Scopus)

• An Approach for Structuring Sound Sample Libraries Using Ontology

  Chernyi, E., Lilius, J., Brusila, J., Mouromtsev, D. & Rogozinsky, G., 2016, Knowledge Engineering and Semantic Web. Ngonga Ngomo, A-C. & Křemen, P. (eds.). Springer, p. 202–214

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  2 Citations (Scopus)

• An Ontology for Wearables Data Interoperability and Ambient Assisted Living Application Development.

  Diaz Rodriguez, N., Grönroos, S., Wickström, F., Lilius, J., Eertink, H., Braun, A., Dillen, P., Crowley, J. & Alexandersson, J., 2016, World Conference on Soft Computing, 2016. Springer, p. – 5 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Professional

• A Semantic Security Framework and Context-Aware Role-Based Access Control Ontology for Smart Spaces

  Hosseinzadeh, S., Virtanen, S., Diaz Rodriguez, N. & Lilius, J., 2016, SBD '16 Proceedings of the International Workshop on Semantic Big Data. Groppe, S. & Gruenwald, L. (eds.). ACM, p. –

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  16 Citations (Scopus)

• Energy Aware Software: Issues, Approaches and Challenges

  Lafond, S., Holmbacka, S. & Lilius, J., 2016, 7th International Green & Sustainable Computing Conference. Shirazi, B. & Ahmad, I. (eds.). IEEE, p. –

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Medicine Tray Design and Security for Medication Administration Processes at Hospital Wards.

  Ranjita, P., Rodríguez Natalia, D., Riitta, D-O., Hanna, P., Lotta, H., Ilona, T., Sanna, S., Soini, A. & Lilius, J., 2016, CHI 2016 Tangibles for Health Workshop.. ACM, p. –

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
• 2015

  Accurate Energy Modelling for Many-Core Static Schedules

  Holmbacka, S., Keller, J., Eitschberger, P. & Lilius, J., 2015, Parallel, Distributed and Network-Based Processing (PDP), 2015 23rd Euromicro International Conference on. O'Conner & Lisa (eds.). IEEE, p. 525–532

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  5 Citations (Scopus)

• Analysis and Transcoding Time Prediction of Online Videos

  Deneke, T., Lafond, S. & Lilius, J., 2015, 2015 IEEE International Symposium on Multimedia. Liao, A. Y. H. (ed.). IEEE International Symposium on Multimedia, p. 319–322

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Cost-Efficient, Utility-Based Caching of Expensive Computations in the Cloud

  Byholm, B., Jokhio, F., Ashraf, A., Lafond, S., Lilius, J. & Porres Paltor, I., 2015, 23rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing. Daneshtalab, M., Aldinucci, M., Leppänen, V., Lilius, J. & Brorsson, M. (eds.). IEEE Computer Society Conference Publishing Services (CPS), p. 505–513

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  File
  6 Downloads (Pure)

• Determining a Device Crossover Point in CPU/GPU Systems for Streaming Applications

  Kanur Chandra Shekar, S., Lund, W., Tsiopoulos, L. & Lilius, J., 2015, 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP 2015). Moura, J. & Oliver Wu, D. (eds.). IEEE Global Conference on Signal and Information Processing, p. 100–106

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Execution of dataflow process networks on OpenCL platforms

  Lund, W., Kanur Chandra Shekar, S., Ersfolk, J., Tsiopoulos, L., Lilius, J., Haldin, J. & Falk, U., 2015, Parallel, Distributed and Network-Based Processing (PDP), 2015 23rd Euromicro International Conference on. Daneshtalab, M., Aldinucci, M., Leppänen, V., Lilius, J. & Brorsson, M. (eds.). IEEE, p. 618–625

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  22 Citations (Scopus)

• Integration of Dataflow Components Within a Legacy Video Transcoding Framework

  Deneke, T., Morel, L., Lafond, S. & Lilius, J., 2015, Signal Processing Systems (SiPS), 2015 IEEE Workshop on. Chakrabarti, C. (ed.). IEEE, p. 1–6

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Performance Evaluation of Parallel HEVC Strategies

  Georgakarakos, G., Tsiopoulos, L., Lilius, J., Haldin, J. & Falk, U., 2015, Parallel, Distributed and Network-Based Processing (PDP), 2015 23rd Euromicro International Conference on. Daneshtalab, M., Aldinucci, M., Leppänen, V., Lilius, J. & Brorsson, M. (eds.). IEEE, p. 137–144

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  6 Citations (Scopus)

• Performance Monitor Based Power Management for big.LITTLE Platforms

  Holmbacka, S., Lafond, S. & Lilius, J., 2015, N/A. International conference on high-performance and embedded architectures and compilers, p. –

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
• 2014

  A Run-Time Power Manager Exploiting Software Parallelism

  Holmbacka, S., Lafond, S. & Lilius, J., 2014, PACT '14 Proceedings of the 23rd international conference on Parallel architectures and compilation. p. 471–472 2 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  1 Citation (Scopus)

• Can IT health-care applications improve the medication tray-filling process at hospital wards? An exploratory study using eye-tracking and stress response

  Diaz Rodriguez, N., Lilius, J., Danielsson-Ojala, R., Pirinen, H., Kauhanen, L., Salanterä, S., Björklund, S., Majors, J., Rautanen, K., Salakoski, T. & Tuominen, I., 2014, 16th International Conference on E-health Networking, Application & Services (Healthcom). Neto, Venâncio, A., de Souza, N. & José (eds.). IEEE Computer Society Institute of Electrical and Electronic Engineers, p. 423–428

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  5 Citations (Scopus)

• Decoding of DVB-T2 LDPC Codes on a Tile Processor: Optimisations and Performance Comparisons

  Kanur Chandra Shekar, S., Grönroos, S., Nybom, K., Björkqvist, J. & Lilius, J., 2014, Wireless innovation forum conference on wireless communications technologies and software defined radio. Glossner, J., Hamill, S. & Pucker, L. (eds.). The Wireless Innovation Forum, p. 75–85

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Energy Efficiency and Performance Management of Parallel Dataflow Applications

  Holmbacka, S., Nogues, E., Pelcat, M., Lafond, S. & Lilius, J., 2014, The 2014 Conference on Design & Architectures for Signal & Image Processing. Ana, P. & Adam, M. (eds.). ECDI Electronic Chips & Systems design initiative, p. 1–8

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Evaluation of CPU Hotplug Latency on Multi-Core ARM Chips

  Holmbacka, S. & Lilius, J., 2014, MCC'14: Seventh Swedish Workshop on Multicore Computing. Kuchinski, Krzysztof, Gruian & Flavius (eds.). Lunds Tekniska Högskola, p. 9–12

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Modelling Resilience of Data Processing Capabilities of CPS

  Laibinis, L., Klionskiy, D., Troubitsyna, E., Dorokhov, A., Lilius, J. & Kupriyanov, M., 2014, Software Engineering for Resilient Systems. Majzik, I. & Vieira, M. (eds.). Springer, p. 55–70

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  4 Citations (Scopus)

• Monitorizado remoto de ejercicios de rehabilitación en tiempo real con sensores de profundidad 3D y tecnologías semánticas.

  Diaz Rodriguez, N., Wikström, R., Grönroos, S., Wickström, F., Karvinen, P., Berg, A., Hosseinzadeh, S., Lilius, J., Cuéllar, MP., Calvo-Flores M, D. & Karppi, M., 2014, I CNMJI (The National Multidisciplinary Congress of Young Researchers). Granada (Spain).. Bailón-Moreno, R. (ed.). Conference proceedings PDF online, p. 319–319

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Power-Aware HEVC Decoding with Tunable Image Quality

  Nogues, E., Holmbacka, S., Pelcat, M., Menard, D. & Lilius, J., 2014, 2014 IEEE Workshop on Signal Processing Systems (SiPS). John, M. & Maire, ON. (eds.). IEEE workshop on signal processing systems, p. 38–44

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  17 Citations (Scopus)

• Semantic and Fuzzy Modelling of Human Behaviour in Smart Spaces. A case study on Ambient Assisted Living and Remote Rehabilitation

  Diaz Rodriguez, N., Cuéllar, MP., Lilius, J. & Calvo-Flores M, D., 2014, I Congreso Nacional Multidisciplinar de Jóvenes Investigadores, I CNMJI (The National Multidisciplinary Congress of Young Researchers). Granada (Spain).. Bailón-Moreno, R. (ed.). Conference proceedings PDF online, p. 346–346

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Smart Dosing: A Mobile Application for Tracking the Medication Tray-Filling and Dispensation Processes in Hospital Wards

  Khan, NA., Diaz Rodriguez, N., Danielsson-Ojala, R., Pirinen, H., Kauhanen, L., Salanterä, S., Majors, J., Björklund, S., Rautanen, K., Salakoski, T., Tuominen, I., Porres Paltor, I. & Lilius, J., 2014, 6th International Workshop on Intelligent Environments Supporting Healthcare and Well-being (WISHWell'14). Augusto, JC. & Wolf, K. (eds.). Workshop proceedings in PDF (not online), p. 1–10

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Teaching Many-Core Programming

  Tsiopoulos, L., Jokhio, F., Georgakarakos, G., Dahlin, A. & Lilius, J., 2014, 10th European Workshop on Microelectronics Education, EWME 2014. IEEE, p. 7–10

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  1 Citation (Scopus)

• Video Transcoding Time Prediction for Proactive Load Balancing

  Deneke, T., Haile, H., Lafond, S. & Lilius, J., 2014, IEEE International Conference on Multimedia and Expo. Touradj, E., Shipeng, L., Houjun, W. & Jie, Y. (eds.). IEEE Computer Society Institute of Electrical and Electronic Engineers, p. 1–6

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  16 Citations (Scopus)
• 2013

  A Computation and Storage Trade-Off Strategy for Cost-Efficient Video Transcoding in the Cloud

  Jokhio, F., Ashraf, A., Lafond, S. & Lilius, J., 2013, Software Engineering and Advanced Applications (SEAA), 2013 39th EUROMICRO Conference on. Demirors, O. & Turetken, O. (eds.). IEEE, p. 365–372

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  25 Citations (Scopus)

• An Approach to Improve Semantics in Smart Spaces Using Reactive Fuzzy Rules

  Diaz Rodriguez, N., Lilius, J., P. Cuéllar, M. & Delgado Calvo-Flores, M., 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS 2013). Pedrycz, W. & Reformat, MZ. (eds.). IEEE, p. 436–441

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  5 Citations (Scopus)

• A Scalable Distributed M3 Platform on a Low-Power Cluster

  Berg, A., Karvinen, P., Grönroos, S., Wickström, F., Diaz Rodriguez, N., Hosseinzadeh, S. & Lilius, J., 2013, Proceedings of the Open International M3 Semantic Interoperability Workshop. Soininen, J-P., Balandin, S., Lilius, J., Liuha, P. & Salmon Cinotti, T. (eds.). TUCS, p. 49–58

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Extending Semantic Web Tools for Improving Smart Spaces Interoperability and Usability

  Diaz Rodriguez, N., Lilius, J., Pegalajar Cuéllar, M. & Delgado Calvo-Flores, M., 2013, Distributed Computing and Artificial Intelligence, 10th International Conference. Omatu, S., Neves, J., Corchado, JM., Paz Santana JF, D. & González S, R. (eds.). Springer, p. 45–52

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  6 Citations (Scopus)

• Lightweight Framework for Runtime Updating of C-Based Software in Embedded Systems

  Holmbacka, S., Lund, W., Lafond, S. & Lilius, J., 2013, Presented as part of the 5th Workshop on Hot Topics in Software Upgrades. Usenix : the advanced computing systems association, p. –

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Professional

• M3 Interoperability for Remote Rehabilitation with Kinect

  Diaz Rodriguez, N., Grönroos, S., Wickström, F., Karvinen, P., Berg, A., Hosseinzadeh, S., Karppi, M. & Lilius, J., 2013, Proceedings of the Open International M3 Semantic Interoperability Workshop. Soininen, J-P., Balandin, S., Lilius, J., Liuha, P. & Salmon Cinotti, T. (eds.). TUCS, p. 153–163

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Modeling Control Tokens for Composition of CAL Actors

  Ersfolk, J., Roquier, G., Lilius, J. & Mattavelli, M., 2013, Design and Architectures for Signal and Image Processing (DASIP), 2013 Conference on. Morawiec, A. & Hinderscheit, J. (eds.). IEEE, p. 71–78

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  3 Citations (Scopus)

• Parallel Decoder for Low Density Parity Check Codes: A MPSoC Study

  Kanur Chandra Shekar, S., Georgakarakos, G., Siirilä, A., Lagravière, J., Nybom, K., Lafond, S. & Lilius, J., 2013, High Performance Computing and Simulation (HPCS), 2013 International Conference on. Smari, WW. & Zeljkovic, V. (eds.). IEEE, p. 202–206

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

• Power Optimized Many-Cores with User Centric Notion of Parallelism

  Holmbacka, S., Lafond, S. & Lilius, J., 2013, Sixth Swedish Workshop on Multicore Computing. Nordström, T. & Abdin, Z. (eds.). Swedish Multicore Initiative, p. –

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Professional

• Prediction-Based Dynamic Resource Allocation for Video Transcoding in Cloud Computing

  Jokhio, F., Ashraf, A., Lafond, S., Porres Paltor, I. & Lilius, J., 2013, Parallel, Distributed and Network-Based Processing (PDP), 2013 21st Euromicro International Conference on. Kilpatrick, Peter, Milligan, Stotzka & Rainer (eds.). IEEE, p. 254–261 8 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  70 Citations (Scopus)

• QoS Manager for Energy Efficient Many-Core Operating Systems

  Holmbacka, S., Ågren, D., Lafond, S. & Lilius, J., 2013, Parallel, Distributed and Network-Based Processing (PDP), 2013 21st Euromicro International Conference on. Kilpatrick, Peter, Milligan, Stotzka & Rainer (eds.). IEEE, p. 318–322 5 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
  2 Citations (Scopus)