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
- Data analysis with limited data availability: prostate cancer prediction and characterization as a case study
Montoya Perez Ileana - Several Online Pharmacies Leak Sensitive Health Data to Third Parties
Carlsson Robin, Rauti Sampsa, Mickelsson Sini, Mäkilä Tuomas, Heino Timi, Pirjatanniemi Elina, Leppänen Ville - Study on Stereo AI Based Zed-2i Camera
Padberg Timon, Heikkonen Jukka, Kanth Rajeev - Is Alice Really in Wonderland? UWB-Based Proof of Location for UAVs with Hyperledger Fabric Blockchain
Fu Lei, Torrico Morón Paola, Peña Queralta Jorge, Hästbacka David, Edelman Harry, Westerlund Tomi - Simulation Analysis of Exploration Strategies and UAV Planning for Search and Rescue
Nguyen Thuan Phuoc, Peña Queralta Jorge, Westerlund Tomi - New Developments and Environmental Applications of Drones: Proceedings of FinDrones 2023
Westerlund Tomi, Peña Queralta Jorge - Co-designing Digital Games Across the Boundary of Childhood and Youth
Havukainen Martti, Laine Teemu H., Kontkanen Sini, Järvikylä Janne, Sutinen Erkki - Epigenetic age estimation of wild mice using faecal samples
Hanski Eveliina, Joseph Susan, Raulo Aura, Wanelik Klara M., O'Toole Áine, Knowles Sarah C. L., Little Tom J. - Evaluating the Performance of Multi-scan Integration for UAV LiDAR-Based Tracking
Catalano Iacopo, Peña Queralta Jorge, Westerlund Tomi - Smartphone-Based Recognition of Heart Failure by Means of Microelectromechanical Sensors
Haddad Francois, Saraste Antti, Santalahti Kristiina M., Pänkäälä Mikko, Kaisti Matti, Kandolin Riina, Simonen Piia, Nammas Wail, Jafarian Dehkordi Kamal, Koivisto Tero, Knuuti Juhani, Mahaffey Kenneth W., Blomster Juuso I. - Integration Dimensions of Programming Education in Namibia
Limbo Anton, Uwu-Khaeb Lannie, Shipepe Annastasia, Ruwodo David, Ntinda Maria, Sutinen Erkki - Exploring Ethics and Community Interaction Protocols
Kapuire Gereon Koch, Maasz Donovan, Mbinge Uariaike, Stanley Colin, Koruhama Alphons Kahuhu, Kandjengo Shorty - Bridging Spaces: A Student Perspective on Designing for Remote Presence with 3D Holograms
Mendes Jason, Auala Selma, Winschiers-Theophilus Heike, Suovuo Tomi bgt, Sutinen Erkki, Montero Calkin Suero, Goagoses Naska - Integrating wearable sensor data and self-reported diaries for personalized affect forecasting
Yang Zhongqi, Wang Yuning, Yamashita Ken S., Khatibi Elahe, Azimi Iman, Dutt Nikil, Borelli Jessica L., Rahmani Amir M. - Integration of polygenic and gut metagenomic risk prediction for common diseases
Liu Yang, Ritchie Scott C., Teo Shu Mei, Ruuskanen Matti O., Kambur Oleg, Zhu Qiyun, Sanders Jon, Vázquez-Baeza Yoshiki, Verspoor Karin, Jousilahti Pekka, Lahti Leo, Niiranen Teemu, Salomaa Veikko, Havulinna Aki S., Knight Rob, Méric Guillaume, Inouye Michael - Parallel, Continuous Monitoring and Quantification of Programmed Cell Death in Plant Tissue
Collins Alexander Silva P, Kurt Hasan, Duggan Cian, Cotur Yasin Coatsworth Philip, Naik Atharv, Kaisti Matti, Bozkurt Tolga, Güder Firat - Shotgun metagenomic analysis of the oral microbiome in gingivitis: a nested case-control study
Manzoor Muhammed, Leskelä Jaakko, Pietiäinen Milla, Martinez-Majander Nicolas, Könönen Eija, Niiranen Teemu, Lahti Leo, Sinisalo Juha, Putaala Jukka, Pussinen Pirkko J, Paju Susanna - FPGA-Based HPC for Associative Memory System
Wang Deyu, Wang Yuning, Yang Yu, Stathis Dimitrios, Hemani Ahmed, Lansner Anders, Xu Jiawei, Zheng Li-Rong, Zou Zhuo - Adaptive approximate computing in edge AI and IoT applications: A review
Damsgaard Hans Jakob, Grenier Antoine, Katare Dewant, Taufique Zain, Shakibhamedan Salar, Troccoli Tiago, Chatzitsompanis Georgios, Kanduri Anil, Ometov Aleksandr, Ding Aaron Yi, Taherinejad Nima, Karakonstantis Georgios, Woods Roger, Nurmi Jari - Pose estimation of sow and piglets during free farrowing using deep learning
Farahnakian Fahimeh, Farahnakian Farshad, Björkman Stefan, Bloch Victor, Pastell Matti, Heikkonen Jukka - Robust CNN-based Respiration Rate Estimation for Smartwatch PPG and IMU
Kazemi Kianoosh, Azimi Iman, Liljeberg Pasi, Rahmani Amir M. - Fewer culturable Lactobacillaceae species identified in faecal samples of pigs performing manipulative behaviour
König Emilia, Heponiemi Paulina, Kivinen Sanni, Räkköläinen Jaakko, Beasley Shea, Borman Tuomas, Collado Maria Carmen, Hukkinen Vilja, Junnila Jouni, Lahti Leo, Norring Marianna, Piirainen Virpi, Salminen Seppo, Heinonen Mari, Valros Anna - AS-Router: A novel allocation service for efficient Network-on-Chip
Katta Monika, Ramesh T.K., Plosila Juha - Prolonged viral pneumonia and high mortality in COVID-19 patients on anti-CD20 monoclonal antibody therapy
Feuth Eeva, Nieminen Valtteri, Palomäki Antti, Ranti Juha, Sucksdorff Marcus, Finnilä Taru, Oksi Jarmo, Vuorinen Tytti, Feuth Thijs - Personalization of Affective Models Using Classical Machine Learning : A Feasibility Study
Kargarandehkordi Ali, Kaisti Matti, Washington Peter - Association of Long-Term Habitual Dietary Fiber Intake since Infancy with Gut Microbiota Composition in Young Adulthood
Heiskanen MA, Aatsinki A, Hakonen P, Kartiosuo N, Munukka E, Lahti L, Keskitalo A, Huovinen P, Niinikoski H, Viikari J, Rönnemaa T, Lagström H, Jula A, Raitakari O, Rovio SP, Pahkala K - The Effects of Shift Generation on Staff Rostering
Nurmi Kimmo, Kyngäs Jari, Kyngäs Nico - Fairness and privacy preserving in federated learning: A survey
Rafi Taki Hasan, Noor Faiza Anan, Hussain Tahmid, Chae Dong-Kyu - Software Startup Ecosystem in Namibia
Aludhilu Hilma, Sutinen Erkki - PLATO - Tietokone opettajana
Joelsson Tapani - Hyperledger sawtooth based supplychain traceability system for counterfeit drugs
Nawaz Anum, Wang Liguan, Irfan Muhammad, Westerlund Tomi - Is Immersion in 3D Virtual Games Associated with Mathematical Ability Improvement in Game-Based Learning?
Christopoulos Athanasios, Mystakidis Stylianos, Kurczaba Justyna, Laakso Mikko-Jussi, Stylios Chrysostomos - Explaining predictors of discharge destination assessed along the patients’ acute stroke journey
Lensky Artem, Lueck Christian, Suominen Hanna, Jones Brett, Vlieger Robin, Ahluwalia Tina - Daily skin-to-skin contact alters microbiota development in healthy full-term infants
Eckermann Henrik Andreas, Meijer Jennifer, Cooijmans Kelly, Lahti Leo, de Weerth Carolina - Microbial transmission in the social microbiome and host health and disease
Sarkar A, McInroy CJA, Harty S, Raulo A, Ibata NGO, Valles-Colomer M, Johnson KV, Brito IL, Henrich J, Archie EA, Barreiro LB, Gazzaniga FS, Finlay BB, Koonin EV, Carmody RN, Moeller AH - Training non-native speech sounds results in long-lasting plastic changes – Hard-wiring new memory traces takes time
Tamminen Henna, Kujala Teija, Peltola Maija S. - Predicting pairwise interaction affinities with ℓ0-penalized least squares-a nonsmooth bi-objective optimization based approach∗
Paasivirta Pauliina, Numminen Riikka, Airola Antti, Karmitsa Napsu, Pahikkala Tapio - Understanding the structure and meaning of Finnish texts: From corpus creation to deep language modelling
Kanerva Jenna - Analyzing third-party data leaks on online pharmacy websites
Rauti Sampsa, Carlsson Robin, Mickelsson Sini, Mäkilä Tuomas, Heino Timi, Pirjatanniemi Elina, Leppänen Ville - A comparison of embedding aggregation strategies in drug-target interaction prediction
Iliadis Dimitrios, De Baets Bernard, Pahikkala Tapio, Waegeman Willem - Exploring the Documentation of Delirium in Patients After Cardiac Surgery: A Retrospective Patient Record Study
Poikajärvi Satu, Peltonen Laura-Maria, Siirala Eriikka, Heimonen Juho, Moen Hans, Salanterä Sanna, Junttila Kristiina - AI application in video: spiral optimizer based fast intra mode selection in HEVC
Tariq Junaid, Javed Mubashar, Rahman Hameedur, Armghan Ammar, Ijaz Amir - Semantic search as extractive paraphrase span detection
Kanerva Jenna, Kitti Hanna, Chang Li-Hsin, Vahtola Teemu, Creutz Mathias, Ginter Filip - A Comparison of One- and Two-Handed Gesture User Interfaces in Virtual Reality—A Task-Based Approach
Nyyssönen Taneli, Helle Seppo, Lehtonen Teijo, Smed Jouni - DAI-NET: Toward communication-aware collaborative training for the industrial edge
Mwase Christine, Jin Yi, Westerlund Tomi, Tenhunen Hannu, Zou Zhuo - 6G and intelligent healthcare: Taxonomy, technologies, open issues and future research directions
Ahad Abdul, Jiangbina Zheng, Tahir Mohammad, Shayea Ibraheem, Sheikh Muhammad Aman, Rasheed Faizan - Role of Gut Microbiota in Statin-Associated New-Onset Diabetes—a Cross-Sectional and Prospective Analysis of the FINRISK 2002 Cohort
Koponen Kari, Kambur Oleg, Joseph Bijoy, Ruuskanen Matti O, Jousilahti Pekka, Salido Rodolfo, Brennan Caitriona, Jain Mohit, Meric Guillaume, Inouye Michael, Lahti Leo, Niiranen Teemu, Havulinna Aki S, Knight Rob, Salomaa Veikko - Lower maternal emotional availability is related to increased attention toward fearful faces during infancy
Eskola Eeva, Kataja Eeva-Leena, Hyona Jukka, Hakanen Hetti, Nolvi Saara, Haikio Tuomo, Pelto Juho, Karlsson Hasse, Karlsson Linnea, Korja Riikka - An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification
Irfan Muhammad, Siddiqa Hafza Ayesha, Nahliis Abdelwahed, Chen Chen, Xu Yan, Wang Laishuan, Nawaz Anum, Subasi Abdulhamit, Westerlund Tomi, Chen Wei - Adaptive Workload Distribution for Accuracy-aware DNN Inference on Collaborative Edge Platforms
Taufique Zain, Miele Antonio, Liljeberg Pasi, Kanduri Anil
Dissertations
- Data analysis with limited data availability: prostate cancer prediction and characterization as a case study Montoya Perez, Ileana
- Dimensions of learning mathematics via technology Nygren, Eeva
- Continuous IoT-based maternal monitoring: system design, evaluation, opportunities, and challenges 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
- Runtime resource management for vision-based applications in mobile robots (2023) Mohamed, Sherif A.S.
- Understanding novice programmer behavior on introductory courses - Learning analytics approach (2023) Lokkila, Erno
- Collaborative autonomy in heterogeneous multi-robot systems (2022) Peña Queralta, Jorge
- Formation morphing and collision avoidance in swarms of robots (2022) Yasin, Jawad Naveed
- Learning of second language sound contrasts: Effects of training on the perception and production of second language vowel and consonant duration (2022) Saloranta, Antti
- Plasticity in speech perception – effects of learning, age and bilingualism (2022) Tamminen, Henna
- Reality guides for life before death (2022) Suovuo, Tomi ”BGT"
- Self-Aware resource management in embedded systems (2022) Shamsa, Elham
- Essays on software vulnerability coordination (2022) Ruohonen, Jukka
- Clinical risk modelling with machine learning: adverse outcomes of pregnancy (2022) Koivu, Aki
- Enhanced label-free discovery proteomics through improved data analysis and knowledge enrichment (2022) Välikangas, Tommi