Research
Recent dissertations
Geometric data understanding : deriving case specific features
Nevalainen, Paavo (2018-08-20)
There exists a tradition using precise geometric modeling, where uncertainties in data can be considered noise. Another tradition relies on statistical nature of vast quantity of data, where geometric regularity is intrinsic to data and statistical models usually grasp this level only indirectly…
Machine Learning Approaches for Natural Resource Data
Pohjankukka, Jonne (2018-06-15)
Real life applications involving efficient management of natural resources are dependent on accurate geographical information. This information is usually obtained by manual on-site data collection, via automatic remote sensing methods, or by the mixture of the two…
Utilizing educational technology in computer science and programming courses : theory and practice
Kaila, Erkki (2018-02-17)
There is one thing the Computer Science Education researchers seem to agree: programming is a difficult skill to learn. Educational technology can potentially solve a number of difficulties associated with programming and computer science education by automating…
Project archive
Recent Publications
- A customizable conflict resolution and attribute-based access control framework for multi-robot systems
Salimi, Salma; Keramat, Farhad; Peña Queralta, Jorge; Westerlund, Tomi - Annotated textual dataset PV600 of perovskite bandgaps for information extraction from literature
Sipilä, Matilda; Mehryary, Farrokh; Pyysalo, Sampo; Ginter, Filip; Todorovic, Milica - Impact of Digital Interventions on Health Service Quality in Home Care: Preliminary Results of an Umbrella Review
Jylhä, Virpi; Holvitie, Johannes; Tuominen, Outi; Kaartinen, Jouni; Peltonen, Laura-Maria - On resource consumption of machine learning in communications network security
Hoque, Md Muzammal; Ahmad, Ijaz; Suomalainen, Jani; Dini, Paolo; Tahir, Mohammad - Development of an e-exercises application for an introductory statistics course at university level
Engblom, Janne; Saastamoinen, Kaisa; Kaila, Erkki - Social Microbial Transmission in a Solitary Mammal
Petrullo, Lauren; Webber, Quinn; Raulo, Aura; Boutin, Stan; Lane, Jeffrey E.; McAdam, Andrew G.; Dantzer, Ben - Wearable Ring-Based System for Measuring Hemodynamic Parameters
Lindström, Nico; Sirkiä, Jukka-Pekka; Panula, Tuukka; Kaisti, Matti - Genome-wide association study of pulpal and apical diseases
Salminen, Aino; Hyvärinen, Kati; Ritari, Jarmo; Leppilahti, Jussi M.; Palotie, Ulla; Vuollo, Ville; Kambur, Oleg; FinnGen; Estonian Biobank Research Team; Reis, Kadri; Reigo, Anu; Palta, Priit; Perola, Markus; Sinisalo, Juha; Havulinna, Aki S.; Mäntylä, Päivi; Gürsoy, Ulvi Kahraman; Suominen, A. Liisa; Rice, David P.; Anttonen, Vuokko; Nieminen, Pekka; Pussinen, Pirkko J.; FinnGen; Estonian Biobank Research Team - Revisiting the Confidence Gap in University-Level Programming Courses
Leppänen, Leo; Pirttinen, Nea; Kaila, Erkki - Interaction Analysis by Humans and AI: A Comparative Perspective
Teimouri, Maryam; Ginter, Filip; Suovuo, Tomi - YOLO for Urban Traffic: Insights from Helsinki Port Surveillance
Sharma, Shahil; Singotam, Siddarth; Kayastha, Abhinav; Jafari, Omid; Happonen, Aki; Skön, Jukka-Pekka; Heikkonen, Jukka; Kanth, Rajeev - Multi-Sensory System for Spatially Aware Colonoscopy
Panula, Tuukka; Rosa, Bruno; Anastasova-Ivanova, Salzitsa; Kaisti, Matti; Lo, Benny - Multi-modal Fusion of LiDAR and PRISMA Data for Cobalt Mapping: A Case Study from the Áramo Mine, Spain
Farahnakian, Fahimeh; Farahnakian, Farshad; Sheikh, Javad; Downey, Steven; Williams, Vaughan; Heikkonen, Jukka - Exploring the Role of ICT in Empowering Grassroots Innovation and Entrepreneurship: A Cross-Sectional Study of Iringa Region in Tanzania
Nkonoki, Emma; Kateule, Ruthbetha; Leppänen, Ville - Towards practical federated learning and evaluation for medical prediction models
Kazlouski, Andrei; Montoya, Perez Ileana; Noor, Faiza; Högerman, Mikael; Ettala, Otto; Pahikkala, Tapio; Airola, Antti - Peatland pixel-level classification via multispectral, multiresolution and multisensor data using convolutional neural network
Zelioli, Luca; Farahnakian, Fahimeh; Middleton, Maarit; Pitkänen, Timo P.; Tuominen, Sakari; Nevalainen, Paavo; Pohjankukka, Jonne; Heikkonen, Jukka - Point Cloud Facilitated ORB-SLAM2 for Robust Autonomous Navigation in a Cluttered Indoor Environment
Ghosh, Kuntal; Heikkonen, Jukka; Kanth, Rajeev - SSTSM: A Black Box Test Suite Minimization Algorithm Based on Fault-Exposing Potential and Squirrel Search
Deferisha, Aliazar Deneke; Bejo, Seifu Detso; Mohapatra, Sudhir Kumar; Heikkonen, Jukka; Kanth, Rajeev - Cross-Dataset Validation of a Sensor Agnostic Seismocardiography Peak Detection Method
Elnaggar, Ismail; Seifizarei, Sepehr; Sandelin, Jonas; Lahdenoja, Olli; Airola, Antti; Kaisti, Matti; Koivisto, Tero - AI-Enhanced Threat Intelligence in Remote Patient Monitoring Systems: A Survey on Recent Advances, Challenges and Future Research Directions
Trivedi, Jolly; Mohammad, Tahir; Isoaho, Jouni - TFBSFootprinter: a multiomics tool for prediction of transcription factor binding sites in vertebrate species
Barker, Harlan R.; Parkkila, Seppo; Tolvanen, Martti E.E. - A Comparative Study of a Real-Time Multi-Person Tracking System in an Urban Square Dataset
Jafarzadeh, Pouya; Zelioli, Luca; Farahnakian, Fahimeh; Nevalainen, Paavo; Heikkonen, Jukka - Circulation-embedded Control Barrier Function for safe navigation: A solution to avoid undesired equilibria and dysfunctional circulation
Keyumarsi, Shaghayegh; Atman, Made Widhi Surya; Gusrialdi, Azwirman - Variation and prognostic potential of the gut antibiotic resistome in the FINRISK 2002 cohort
Pärnänen, Katariina; Ruuskanen, Matti O.; Sommeria-Klein, Guilhem; Laitinen, Ville; Kantanen, Pyry; Méric, Guillaume; Gazolla Volpiano, Camila; Inouye, Michael; Knight, Rob; Salomaa, Veikko; Havulinna, Aki S.; Niiranen, Teemu; Lahti, Leo - Improved diagnostic performance of a phage display antibody-assisted intact free PSA assay as used in the four kallikrein concept applied to the IMPROD/multi-IMPROD study
Khan, Md. Ferdhos L.; Perez, Ileana M.; Kekki, Henna; Taimen, Pekka; Boström, Peter J.; Jambor, Ivan; Ettala, Otto; Pahikkala, Tapio; Pettersson, Kim - Perinatal depressive and anxiety symptoms are associated with gut microbiota in pregnant women with overweight and obesity
Hieta, Janina; Benchraka, Chouaib; Pärnänen, Katariina; Houttu, Noora; Mokkala, Kati; Lotankar, Mrunalini; Kataja, Eeva-Leena; Lahti, Leo; Laitinen, Kirsi - Virtual Reality Applied to Design Reviews in Shipbuilding
Helle, Seppo; Nyyssönen, Taneli; Heimo, Olli; Sakari, Leo; Lehtonen, Teijo - Detection of Depressive Symptoms in College Students Using Multimodal Passive Sensing Data and Light Gradient Boosting Machine: Longitudinal Pilot Study
Borelli, Jessica L; Wang, Yuning; Li Frances, Haofei; Russo, Lyric N; Tironi, Marta; Yamashita, Ken; Zhou, Elayne; Lai, Jocelyn; Nguyen, Brenda; Azimi, Iman; Marcotullio, Christopher; Labbaf, Sina; Jafarlou, Salar; Dutt, Nikil; Rahmani, Amir - Association of leisure time physical activity with gut microbiota composition in early adulthood
Boelius, Hanna-Mari; Aatsinki, Anna-Katariina; Heiskanen, Marja A.; Haapala, Eero A.; Munukka, Eveliina; Mykkänen, Juha; Kartiosuo, Noora; Lahti, Leo; Keskitalo, Anniina; Huovinen, Pentti; Niinikoski, Harri; Viikari, Jorma; Rönnemaa, Tapani; Lagström, Hanna; Jula, Antti; Rovio, Suvi P.; Raitakari, Olli T.; Pahkala, Katja - Optimizing Energy Efficiency in Mobile Robots: A Battery-Aware Dynamic Path Planning Approach
Wu, Chen; Haghbayan, Hashem; Heydarzadeh, Mohsen; Immonen, Eero; Plosila, Juha - A Structural Simulation Framework for Cognitive Systems
Saukkio, Teemu; Plosila, Juha; Haghbayan, Hashem - Energy-Efficient Path Planning in Uneven Terrains Using Adaptive Reinforcement Learning
Warnakulasuriya, Diluna A.; Plosila, Juha; Haghbayan, Hashem - Randomized CNN based deep learning technique for the cyber-attacks detection in SCADA industrial control systems
Mubarak, Sinil; Habaebi, Mohamed Hadi; Islam, Md Rafiqul; Jaleel, Nubila; Siddique, Mohammed Tahir - Model AI Assignments 2025
Neller, Todd W.; Bhalerao, Rasika; Ko, Eun Kyung; Thamotharan, Vishodana; Zhang, Lisa; Allin, Sonya; Haghifam, Mahdi; Pawliuk, Michael; Engineer, Rutwa; Shkurti, Florian; Ma, Cunyan; DiPaola, Daniella; Breazeal, Cynthia; Alonzi, Loreto; Wright, Brian; Rivera, Ali; Fasiang, Kristin; Long, Duri; Chockkalingam, Shruthi; Toti, Giulia; Shieh, Evan; Okoroafor, Princewill; Monroe-White, Thema; Haiderbhai, Mustafa; Quinlan, Carolyn; Bharadwaj, Ashwin R.; Zhang, Anio; Venkatesaramani, Rajagopal; Wharton, Sarah; Masla, John; Guterman, Lydia; Gustafson-Quiett, Mary Cate; Bosch, Christina; Hegley, Samar Abu; Macatantan, Calvin; Klopfer, Eric; Abelson, Hal; Wein, Shira; Gachoka, Mercy Wairimu; Chang, Li-Hsin; Mirzaei, Maryam; Ajallooeian, Mohammad Mahdi - VOLEMIA: Non-invasive blood pressure estimation using temporal-spectral convolutional network
Saikia, Trishna; Vankayalapati, Satwik; Gupta, Puneet; Liljeberg, Pasi - Evolution is in the details: Regulatory differences in modern human and Neanderthal
Barker, Harlan R.; Parkkila, Seppo; Tolvanen, Martti E. E. - Exploring the Challenges of Growing Technology Startups: a Case of Silicon Dar
Nkonoki, Emma; Bakari, Abubakar - Low-Cost Platform for Fault Injection Attacks on Industrial Programmable Logic Controllers
Jost, Sören; Stöttinger, Marc; Kanth, Rajeev - Developing Secured Software for OPC-UA Server Data Monitoring: A Manual Approach
Karn, Sameer; Wójtowicz, Patryk; Heikkonen, Jukka; Kanth, Rajeev - Autonomous Quadruped Robot System with LiDAR Sensor Navigation and Task Execution
Khanal, Bishwatma; Happonen, Aki; Heikkonen, Jukka; Kanth, Rajeev - iSEEtree: interactive explorer for hierarchical data
Benedetti, Giulio; Seraidarian, Ely; Pralas, Theotime; Jeba, Akewak; Borman, Tuomas; Lahti, Leo - Gender differences in global antimicrobial resistance
Salehi, Mahkameh; Laitinen, Ville; Bhanushali, Shivang; Bengtsson-Palme, Johan; Collignon, Peter; Beggs, John J.; Pärnänen, Katariina; Lahti, Leo - Determining the ground truth for the prediction of delirium in adult patients in acute care: a scoping review
Schöler, Lili M.; Graf, Lisa; Airola, Antti; Ritzi, Alexander; Simon, Michael; Peltonen, Laura-Maria - Deep Mix: AI in Littoral Sonar Operations
Vasankari, Lauri; Borzyszkowski, Adrian; Zelioli, Luca; Heikkonen, Jukka - Designing a Toolkit for Evaluating HCI Guidance Systems in Physical Spaces: Case of Flavoria Research Lunch Line
Koivunen, Lauri; Papalitsas, Aleksi; Khursheed, Muhammad Ismail; Akar, Ecem; Lehtojärvi, Susanna; Islas Sedano, Carolina A.; Järvi, Jaakko - Exploiting Approximation for Run-time Resource Management of Embedded HMPs
Taufique, Zain; Kanduri, Anil; Miele, Antonio; Rahmani, Amir; Bolchini, Cristiana; Dutt, Nikil; Liljeberg, Pasi - Dynamic Resource Management in IoT-Enabled Health Monitoring Systems
Anzanpour, Arman - Assessing the safety of microbiome perturbations
Metris, Aline; Walker, Alan W.; Showering, Alicia; Doolan, Andrea; McBain, Andrew J.; Ampatzoglou, Antonis; Murphy, Barry; O'Neill, Catherine; Shortt, Colette; Darby, Elizabeth M.; Aldis, Gary; Hillebrand, Greg G.; Brown, Helen L.; Browne, Hilary P.; Tiesman, Jay P.; Leng, Joy; Lahti, Leo; Jakubovics, Nicholas S.; Hasselwander, Oliver; Finn, Robert D.; Klamert, Silvia; Korcsmaros, Tamas; Hall, Lindsay J. - Experimental Implementation of a Low Cost Real-Time Threat Intelligence Solution for Smart Home Security
Addison Samuel Kwaku; Mohammad, Tahir; Isoaho, Jouni - Enhancing Explainability of Artificial Intelligence for Threat Detection in SDN-based Multicast Systems
Prasad, Preety; Mohammad, Tahir; Isoaho, Jouni
Dissertations
- Algorithmic foundations for generalizable artificial intelligence models: A Multi-Domain study Chaudhary, Jatin K.
- The Paradox of realism: designing virtual reality mechanics for natural user interfaces Nyyssönen, Taneli
- Dynamic Resource Management in IoT-Enabled Health Monitoring Systems Anzanpour, Arman
- Gaining reliable endpoint awareness in a network security solution Heino, Jenny
- Tietovuodot kolmansille osapuolille suomalaisissa terveydenhuollon verkkopalveluissa Rauti, Sampsa
- Fostering inclusive innovations by using ICT to empower grassroots entrepreneurs in East Africa Nkonoki, Emma
- Enhancing professional competencies of software engineering students in a developing country context: A design science approach Ntinda, Maria Ndapewa
- Edge computing and blockchain for privacy-critical and data-sensitive health applications Nawaz, Anum
- Federated learning enhanced multi-modal sensing and perception in a collaborative multi-robot system (2024) Yu, Xianjia,
- Leveraging machine learning for maritime object detection and peatland classification : harnessing the power of machine learning for precise maritime object detection and peatland classification (2024) Zelioli, Luca
- Applications of neural language representations in biomedical and clinical text classification and named entity recognition (2024) Hakala, Kai
- Data analysis with limited data availability: prostate cancer prediction and characterization as a case study (2024) Montoya Perez, Ileana
- Dimensions of learning mathematics via technology (2024) Nygren, Eeva
- Continuous IoT-based maternal monitoring: system design, evaluation, opportunities, and challenges (2024) Sarhaddi, Fatemeh
- Machine learning for the classification of atrial fibrillation utilizing seismo- and gyrocardiogram (2023) Mehrang, Saeed
- Computational approaches for single-cell omics and multi-omics data (2023) Adossa, Nigatu Ayele
- Statistical signatures for adverse events in molecular life sciences (2023) Laitinen, Ville
- Formation control of swarms of unmanned aerial vehicles (2023) Tahir, Anam
- Evaluation of the relevance and impact of kinase dysfunction in neurological disorders through proteomics and phosphoproteomics bioinformatics (2023) Hong, Ye
- Upconverting nanoparticles in ultrasensitive detection of cardiac troponin I (2023) Raiko, Kirsti
- Cell type identification, differential expression analysis and trajectory inference in single-cell transcriptomics (2023) Smolander, Johannes
- Computational analysis of human genomic variants and lncRNAs from sequence data (2023) Wang, Ning
- Computational methods for studying epigenomic regulation (2023) Faux, Thomas
- Adaptation of the human nervous system for self-aware secure mobile and IoT systems (2023) Thanigaivelan, Nanda Kumar
- An Algorithmic approach to shift structure optimization (2023) Kyngäs, Nico