Ilir Jusufi

I am Senior Lecturer at the Department of Computer Science and Media Technology at Linnaeus University, Växjö, Sweden.

Teaching

Currently I am responsible for the following courses:

Database Theory - 2DV513 (B.Sc)
Foundations of Computational Media - 4ME302 (M.Sc)
Web and Mobile Development - 4ME305 (M.Sc)

I am giving several modules for the course in Programming for digital humanities - 4ME501 (M.Sc). I serve as program co-manager for the master program in Media Technology.

Research

My research interests are in the field of Information Visualization and Visual Analytics with the focus on large multivariate datasets typically found in life sciences, humanities, IoT contexts, and/or software engineering. My research vision is to combine the strengths of the human visual system and its potential to discern visual patterns with the computational superiority of the machines with the aim of detecting the unexpected in Big Data applications.

I'm part of three of the research groups linked to DISA, which is Linnaeus University's cutting-edge research community, which works with the collection, analysis and reuse of large amounts of data.

Commissions

Program co-manager for the master program in Media Technology.

My research groups and projects

Publications

Article in journal (Refereed)

Chatzimparmpas, A., Martins, R.M., Jusufi, I., Kerren, A. (2020). A survey of surveys on the use of visualization for interpreting machine learning models. Information Visualization. 19. 207-233.
Chatzimparmpas, A., Martins, R.M., Jusufi, I., Kucher, K., Rossi, F., et al. (2020). The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. Computer graphics forum (Print). 39. 713-756.
Gimenez, A., Gamblin, T., Jusufi, I., Bhatele, A., Schulz, M., et al. (2018). MemAxes : Visualization and Analytics for Characterizing Complex Memory Performance Behaviors. IEEE Transactions on Visualization and Computer Graphics. 24. 2180-2193.
Memedi, M., Tshering, G., Fogelberg, M., Jusufi, I., Kolkowska, E., et al. (2018). An interface for IoT : feeding back health-related data to Parkinson's disease patients. Journal of Sensor and Actuator Networks. 7. 1-16.
Isaacs, K., Bremer, P., Jusufi, I., Gamblin, T., Bhatele, A., et al. (2014). Combing the Communication Hairball: Visualizing Parallel Execution Traces using Logical Time. IEEE Transactions on Visualization and Computer Graphics. 20. 2349-2358.
Jusufi, I., Kerren, A., Schreiber, F. (2013). Exploring Biological Data : Mappings between Ontology- and Cluster-based Representations. Information Visualization. 12. 291-307.
Jusufi, I., Klukas, C., Kerren, A., Schreiber, F. (2012). Guiding the Interactive Exploration of Metabolic Pathway Interconnections. Information Visualization. 11. 136-150.
Gleicher, M., Albers, D., Walker, R., Jusufi, I., Hansen, C.D., et al. (2011). Visual Comparison for Information Visualization. Information Visualization. 10. 289-309.

Conference paper (Refereed)

Daniel, W., Jusufi, I., Martins, R.M., Kerren, A. (2021). A Statement Report on the Use of Multiple Embeddings for Visual Analytics of Multivariate Networks. Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021) - Volume 3: IVAPP. 219-223.
Memeti, S., Pllana, S., Ferati, M., Kurti, A., Jusufi, I. (2019). IoTutor : How Cognitive Computing Can Be Applied to Internet of Things Education. . 1-16.
Lincke, A., Lundberg, J., Thunander, M., Milrad, M., Lundberg, J., et al. (2018). Diabetes Information in Social Media. Proceedings of the 11th International Symposium on Visual Information Communication and Interaction (VINCI '18). 104-105.
Jusufi, I., Memedi, M., Nyholm, D. (2018). TapVis : A Data Visualization Approach for Assessment of Alternating Tapping Performance in Patients with Parkinson's Disease. EuroVis 2018 - Short Papers. 55-59.
Golub, K., Tyrkkö, J., Kerren, A., Jusufi, I., Ardö, A. (2017). Automatic subject classification for improving retrieval in a Swedish repository. ISKO UK Conference 2017: Knowledge Organization: what's the story?, 11 – 12 September 2017, London.
Jusufi, I., Kerren, A. (2016). Network Visualization for Digital Humanities : Two Case Studies of Visual Analyses for Text Analytics. International Symposium on Digital Humanities, Växjö 7-8 November 2016 : Book of Abstracts. 39-43.
Jusufi, I., Milrad, M., Legaspi, X. (2016). Interactive Exploration of Student Generated Content presented in Blogs. EuroVis 2016 - Posters : Eurographics - European Association for Computer Graphics. 53-55.
Jusufi, I., Kerren, A., Liu, J., Zimmer, B. (2014). Visual Exploration of Relationships between Document Clusters. IVAPP 2014 : Proceedings od the 5th International Conference on Information Visualization Theory and Applications. 195-203.
Jusufi, I., Nyholm, D., Memedi, M. (2014). Visualization of spiral drawing data of patients with Parkinson's disease. Information Visualisation (IV), 2014 18th International Conference on 16-18 July 2014. 346-350.
Giménez, A., Gamblin, T., Rountree, B., Bhatele, A., Jusufi, I., et al. (2014). Dissecting On-node Memory Access Performance : A Semantic Approach. SC14: International Conference for High Performance Computing, Networking, Storage and Analysis. 166-176.
Kerren, A., Jusufi, I., Liu, J. (2014). Multi-Scale Trend Visualization of Long-Term Temperature Data Sets. Proceedings of SIGRAD 2014, Visual Computing, June 12-13, 2014, Göteborg, Sweden. 91-94.
Isaacs, K.E., Giménez, A., Jusufi, I., Gamblin, T., Bhatele, A., et al. (2014). State of the Art of Performance Visualization. Eurographics Conference on Visualization (EuroVis) (2014). 141-160.
Kerren, A., Jusufi, I. (2013). A Novel Radial Visualization Approach for Undirected Hypergraphs. EuroVis : Short Papers. 25-29.
Jusufi, I., Kerren, A., Zimmer, B. (2013). Multivariate Network Exploration with JauntyNets. Proceedings 2013 17th International Conference on Information Visualisation IV 2013 : 16-18 July 2013, London, United Kingdom. 19-27.
Zimmer, B., Jusufi, I., Kerren, A. (2012). Analyzing Multiple Network Centralities with ViNCent. Proceedings of SIGRAD 2012 : Interactive Visual Analysis of Data, November 29-30, 2012, Växjö, Sweden,. 87-90.
Jusufi, I., Kerren, A., Aleksakhin, V., Schreiber, F. (2012). Visualization of Mappings between the Gene Ontology and Cluster Trees. Proceedings of the SPIE 2012 Conference on Visualization and Data Analysis (VDA '12).
Jusufi, I., Kerren, A., Wang, Y. (2012). A New Radial Space-Filling Visualization Approach for Planar st-Graphs. Poster Abstracts of IEEE VisWeek 2012.
Kerren, A., Jusufi, I. (2010). 3D Kiviat Diagrams for the Interactive Analysis of Software Metric Trends. Proceedings of the 5th ACM Symposium on Software Visualization (SoftVis '10). 203-204.
Jusufi, I., Dingjie, Y., Kerren, A. (2010). The Network Lens: Interactive Exploration of Multivariate Networks Using Visual Filtering. Proceedings of the 14th International Conference on Information Visualisation (IV '10). 35-42.
Kerren, A., Jusufi, I. (2009). Novel Visual Representations for Software Metrics Using 3D and Animation. Software Engineering 2009 – Workshopband. 147-154.
Jusufi, I., Junuzi, L., Kerren, A., Milrad, M. (2008). Visualization of Content and Semantical Relations of Geonotes. Proceedings of the 8th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP '08). 131-136.

Other (Refereed)

Kerren, A., Jusufi, I., Aleksakhin, V., Schreiber, F. (2011). CluMa-GO: Bring Gene Ontologies and Hierarchical Clusterings Together.

Conference paper (Other academic)

Daniel, W., Jusufi, I., Martins, R.M., Kerren, A. (2020). Multiple Embeddings for Multivariate Network Analysis. 6th annual Big Data Conference at Linnaeus University, in Växjö, Sweden.
Jusufi, I., Memedi, M. (2019). Interactive visualization of sensor and self-reported data of patients with Parkinson's disease. MIRAI AGEING Seminar, November 13-14, 2019, Stockh.
Jusufi, I., Memedi, M. (2019). Interactive visualization tools for improving empowerment and treatment of Parkinson's disease patients. MIRAI AGEING Workshop, June 2-5, 2019, Tokyo.
Memedi, M., Jusufi, I., Nyholm, D. (2014). Visualization of spirography-based objective measures in Parkinson's disease. Movement Disorders Supplement : Abstracts of the Eighteenth International Congress of Parkinson's Disease and Movement Disorders. S187-S189.