Ilir Jusufi
Universitetslektor
Institutionen för datavetenskap och medieteknik
Fakulteten för teknik
Jag är lektor på institutionen för datavetenskap och medieteknik på Linnéuniversitetet, Växjö, Sverige.
Undervisning
För tillfället är jag ansvarig för följande kurser:
· Databasteori - 2DV513 (kandidatnivå)
· Grunderna i IT-baserade medier - 4ME302 (masternivå)
· Webb- och mobilutveckling - 4ME305 (masternivå)
Jag ger också flera moduler i kursen Programmering för Digital Humaniora- 4ME501 som ges på masternivå och jag är biträdande programansvarig för vårt masterprogram i medieteknik.
Forskning
Mina forskningsintressen återfinns i ämnesområdet för Informationsvisualisering och visuell analys med ett fokus på stora multivariata dataset som vanligen finns i naturvetenskap, humaniora, IoT-kontext och/eller programvaruteknik. Min forskningsvision är att kombinera styrkorna i det mänskliga visuella systemet och dess potential att urskilja visuella mönster med maskinernas överlägsenhet i syfte att upptäcka det oväntade i Big Data-applikationerna.
Jag ingår i tre av forskningsgrupperingarna kopplat till DISA som är Linnéuniversitetets spetsforskningsmiljö som arbetar med insamling, analys och nyttogörande av stora datamängder.
Uppdrag
Biträdande programansvarig för vårt masterprogram i mediekteknik.
Mina forskargrupper
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Center for Learning and Knowledge Technologies (CeLeKT) Forskningen inom ämnet medieteknik på Linnéuniversitetet har fokus på mobilitet, sociala medier och lärande, och genomförs främst inom…
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Data Intensive Digital Humanities Forskningsområdet Data Intensive Digital Humanities inom Linnaeus University Centre for Data Intensive Sciences and Applications (DISA) är ett nätverk som samlar alla…
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E-health – Improved Data to and from Patients Forskningen inom e-hälsoområdet vid Linnaeus University Centre for Data Intensive Sciences and Applications (DISA) kommer att resultera i nya metoder för…
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Information and Software Visualization (ISOVIS) Forskargruppen Information and Software Visualization fokuserar huvudsakligen på att genom analys och visualisering utforska stora och komplexa…
Mina pågående forskningsprojekt
Mina avslutade forskningsprojekt
Publikationer
Artikel i tidskrift (Refereegranskat)
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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 (3). 207-233.
Status: Publicerad -
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 (3). 713-756.
Status: Publicerad -
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 (7). 2180-2193.
Status: Publicerad -
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). 1-16.
Status: Publicerad -
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 (12). 2349-2358.
Status: Publicerad -
Jusufi, I., Kerren, A., Schreiber, F. (2013). Exploring Biological Data : Mappings between Ontology- and Cluster-based Representations. Information Visualization. 12 (3-4). 291-307.
Status: Publicerad -
Jusufi, I., Klukas, C., Kerren, A., Schreiber, F. (2012). Guiding the Interactive Exploration of Metabolic Pathway Interconnections. Information Visualization. 11 (2). 136-150.
Status: Publicerad -
Gleicher, M., Albers, D., Walker, R., Jusufi, I., Hansen, C.D., et al. (2011). Visual Comparison for Information Visualization. Information Visualization. 10 (5-4). 289-309.
Status: Publicerad
Konferensbidrag (Refereegranskat)
- 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.
- Musleh, M., Chatzimparmpas, A., Jusufi, I. (2021). Visual Analysis of Industrial Multivariate Time Series. VINCI '21: Proceedings of the 14th International Symposium on Visual Information Communication and Interaction.
- Witschard, D., Jusufi, I., Kerren, A. (2021). SimBaTex : Similarity-based Text Exploration. Posters of the 23rd EG/VGTC Conference on Visualization (EuroVis '21). 5-7.
- Daniel, W., Jusufi, I., Kerren, A. (2021). Dynamic Ranking of IEEE VIS Author Importance. Poster Abstract, IEEE Visualization and Visual Analytics (VIS '21).
- 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.
- 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).
- 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., 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.
Övrigt (Refereegranskat)
- Kerren, A., Jusufi, I., Aleksakhin, V., Schreiber, F. (2011). CluMa-GO: Bring Gene Ontologies and Hierarchical Clusterings Together.
Konferensbidrag (Övrigt vetenskapligt)
- 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.
Doktorsavhandling, monografi (Övrigt vetenskapligt)
- Jusufi, I. (2013). Multivariate Networks : Visualization and Interaction Techniques. Doctoral Thesis. 122.
Licentiatavhandling, monografi (Övrigt vetenskapligt)
- Jusufi, I. (2012). Towards the Visualization of Multivariate Biochemical Networks. Licentiate Thesis. Linnaeus University Press.
Övrigt (Övrigt vetenskapligt)
- Jusufi, I., Klukas, C., Kerren, A., Schreiber, F. (2010). Interactive Navigation in Interconnected Biochemical Pathways.
- Kerren, A., Jusufi, I., Milrad, M. (2008). GNV System: A Tool for Visualizing Geo-tagged Data. 2.