MARKO, J. Detection of Anxiety from Brain Electroencephalogram (EEG) Signals [online]. Brno: Vysoké učení technické v Brně. Fakulta informačních technologií. 2024.
Overall, it is an excellent work and I am very satisfied.
| Kritérium | Známka | Body | Slovní hodnocení |
|---|---|---|---|
| Informace k zadání | It is a new project. Student results are very good and the proposed method holds promise for other neural applications too. | ||
| Práce s literaturou | The student did the literature review and then found the features specific to the specified application of 4 classes of anxiety. The student did a good review of the literature. | ||
| Aktivita během řešení, konzultace, komunikace | The student regularly met me, that is, once a week. He continuously showed activity and performance throughout the two semesters. He was well prepared for the weekly meetings. Overall, I am very satisfied. | ||
| Aktivita při dokončování | The student got sick in April but still completed within time (with just one week extension). The final content was consulted with me. | ||
| Publikační činnost, ocenění | I think that the work can be published in a Q1 journal. I have discussed with the student and he is willing to go ahead with the journal paper publication. |
I am highly satisfied by the work done and the results achieved by the student.
| Kritérium | Známka | Body | Slovní hodnocení |
|---|---|---|---|
| Náročnost zadání | The assignment was quite challenging and the student developed a unique algorithm for feature selection and subsequent classification of the anxiety levels. | ||
| Rozsah splnění požadavků zadání | Student has successfully achieved his assigned goals. | ||
| Rozsah technické zprávy | The length of the technical report is 70 pages. | ||
| Prezentační úroveň technické zprávy | 91 | The technical report is coherent and well written. | |
| Formální úprava technické zprávy | 91 | I did not find any major typographical and linguistic errors in the report. | |
| Práce s literaturou | 92 | The student did a thorough literature survey and successfully identified the gaps in the previous studies. He was able to formulate a unique and successful solution to fulfill those gaps. | |
| Realizační výstup | 90 | The student generated the source code himself. | |
| Využitelnost výsledků | The work is novel and unique and with some more results it can be published in a reputable journal. |
eVSKP id 141163