Computationally efficient tools for big data processing Tekijä Shabat, Gil

“…This thesis investigates low rank methods and how they can be utilized in modern data analysis applications. The idea behind successful low rank methods is the fact that in many cases there are dependencies and redundancies within the data. …”
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Manifold learning from structured kernels and out of sample extensions Tekijä Salhov, Moshe

“…To improve the first factor, this thesis proposes to extend the scalar relations used in kernel computational methodologies such as DM framework to matrix type computations, which can encompass multidimensional similarities between local neighborhoods of multidimensional data points on the manifold. …”
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Adaptive scheduling for the QoS supported networks Tekijä Sayenko, Alexander

“…It is shown that the proposed adaptive models can be integrated easily into the existent QoS frameworks, such as IntServ and DiffServ. Being independent of a particular signalling protocol and an underlying transport protocol, the models can also be deployed to other QoS environments. …”
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Efficient solvers for discretized elliptic vector-valued problems Tekijä Martikainen, Janne

“…However, parallelization of the algorithms and parallel computing have been excluded of the scope of this thesis. This thesis consists of an introduction and seven articles. …”
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Numerical modeling of two-fluid interfacial flows Tekijä Smolianski, Anton

“…In order to model the phenomena involving interface topology changes we make use of the level-set approach, the finite element implementation of which brings some additional benefits as compared to the standard finite difference level-set realizations. …”
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Information technology supported technology transfer process : a multi-site case study of high-tech enterprises Tekijä Nahar, Nazmun

“…This increases the need to investigate technology transfer by Western companies via the utilization of ITs. This study has been undertaken to address this need and to make both theoretical and practical contributions. …”
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Microscopic quasiparticle-phonon model and its application Tekijä Toivanen, Jussi

“…The reduced matrix elements of charge-changing transition densities, needed in beta-decay calculations, are presented. The MQPM is applied to various nuclei and the resulting state energies and comparative beta-decay half-lives (log ft values) are compared with experiments. …”
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”Siel on niin paljon asiaa et siihen ei oo ollu aikaa et sitä pureskellaan läpi” : fysioterapeuttiopiskelijoiden kokemuksia tuki- ja liikuntaelimistön fysioterapian oppimisesta... Tekijä Viskari, Teemu

“…Some students had experiences with issues in the mutual respect and communication between students and teachers that negatively impacted learning. …”
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Yksinäisyyden ja kasvokkaisen keskustelutilanteen vastavuoroisuuden vaikutus ihon sähkönjohtavuuden synkroniaan Tekijä Grönlund, Emma, Huotari, Hilla

“…Loneliness is associated with changes in social cognition and behaviour. The aim of this study was to investigate whether loneliness affects skin conductance synchrony. …”
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Decoding Arousal and Valence from Continuous MEG Data during Video Watching with Machine Learning Tekijä Aimysheva, Arna

“…Feature importance analysis agreed with previous findings, showing the importance of beta band activity with respect to arousal and alpha band activity with respect to valence. …”
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Fysioterapeuttien ja muiden terveydenhuollon ammattilaisten yhteistyö lantionpohjan toimintahäiriöiden hoidossa : kartoittava kirjallisuuskatsaus Tekijä Mälkiä, Emma

“…The aim of this Master’s thesis was to explore, through a scoping literature review, how and by what methods collaboration between physiotherapists and other healthcare professionals has been studied in the treatment of pelvic floor dysfunctions. …”
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Fyysisen aktiivisuuden ja koetun työkyvyn välinen yhteys suomalaisväestössä sosioekonomisen aseman mukaan Tekijä Koskinen, Miia

“…Although inequalities in health, health behaviors, and work ability have been widely studied, the relationship between physical activity and work ability has received relatively little attention from the perspective of socioeconomic disparities. …”
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Psychophysiological responses and cognitive appraisals of emotional faces : the role of electrodermal and facial muscle activity Tekijä Holappa, Iida, Mälkiä, Aino

“…No significant differences were found between participants with higher versus lower anxiety and depression symptoms in either physiological responses or behavioral outcomes. …”
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QCD corrections in the hadron production of the electron–positron scattering Tekijä Hyyppä, Joel Simeon

“…Also, a negative square of the final-state invariant mass q2 is needed. These become mathematically approvable through analytic continuation. …”
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Vanhemman minäpystyvyys tukea lasta koulunkäynnissä : yhteydet vanhemman omiin oppimiskokemuksiin sekä lapsen akateemiseen minäpystyvyyteen ja taitoihin Tekijä Friberg, Saga, Elf, Mirka

“…Parental self-efficacy has been associated with a child's self-efficacy and academic performance. …”
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Effects of fungicide Tebuconazole and the antibiotic Ciprofloxacin on microbe mediated leaf-litter degradation Tekijä Kalaotuwawe Munasinghelage, Binosha

“…We tested three hypotheses regarding chemical effects on decomposition processes, differential impacts between microbial groups, and detritivore contributions using a controlled laboratory experiment. …”
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Megafaagin ja sen isäntäbakteerin vuorovaikutus järvivedessä Tekijä Lepola, Kaisa

“…Most of the phages are less than 200 kilobase pairs, but larger jumbophages and megaphages have been found. While megaphages have been detected in metagenomic data, no isolates have been obtained. …”
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Strategic Renewal at Finnair Amid Dual Crises: A Case Study on Dynamic Capabilities Tekijä Česnulis, Antanas

“…Towards the end of 2019, the COVID-19 pandemic, which would later unfold into a global crisis, began to emerge. The subsequent closure of Russian Airspace for Western carriers, including Finnair, led to an unprecedented dual crisis for the national carrier of Finland, dismantling its well-established Europe-Asia business model. …”
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Statistical physics of rigidity and elasticity in randomly structured materials Tekijä Latva-Kokko, Mika

“…The transition between the rigid and floppy states is discontinuous. …”
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Density functional approach to small fermion clusters Tekijä Kolehmainen, Jere

“…An alternative model for linear nuclei is suggested. The interaction between small metal clusters and an inert surface is studied using a simple model. …”
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