Essays about: "trend of training"

Showing result 21 - 25 of 88 essays containing the words trend of training.

1. 21. Automatic Post-editing and Quality Estimation in Machine Translation of Product Descriptions

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Kätriin Kukk; [2022]
   Keywords : machine translation; automatic post-editing; APE; quality estimation; QE;

   Abstract : As a result of drastically improved machine translation quality in recent years, machine translation followed by manual post-editing is currently a trend in the language industry that is slowly but surely replacing manual translation from scratch. In this thesis, the applicability of machine translation to product descriptions of clothing items is studied. READ MORE

3. 22. Malicious Activity Detection in Encrypted Network Traffic using A Fully Homomorphic Encryption Method

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Resmi Adiyodi Madhavan; Ann Zenna Sajan; [2022]
   Keywords : Malicious Activity Detection; Cloud Computing; Network Traffic; Fully Homomorphic Encryption FHE ; Machine Learning; Random Forest RF ; Logistic Regession LR ;

   Abstract : Everyone is in need for their own privacy and data protection, since encryption transmission was becoming common. Fully Homomorphic Encryption (FHE) has received increased attention because of its capability to execute calculations over the encoded domain. Through using FHE approach, model training can be properly outsourced. READ MORE

4. 23. Pre-training Molecular Transformers Through Reaction Prediction

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Johan Broberg; [2022]
   Keywords : Neural Networks; Transformers; Transfer Learning; Molecular Property Prediction; Reaction Prediction; Cheminformatics; Neurala nätverk; Transformers; Överförd inlärning; Prediktion av molekylers egenskaper; Reaktions prediktion; Keminformatik;

   Abstract : Molecular property prediction has the ability to improve many processes in molecular chemistry industry. One important application is the development of new drugs where molecular property prediction can decrease both the cost and time of finding new drugs. READ MORE

5. 24. Come Fly with Me (Sustainably) : Pathways to Sustainable General Aviation and Private Pilot Training

   University essay from Högskolan i Gävle/Miljövetenskap

   Author : Michael Stiebe; [2022]
   Keywords : General Aviation; Sustainable Aviation; Sustainable Development; Electric Aviation; Noise Pollution; Leaded Fuel; AVGAS 100LL; Tetraethyl Lead Phaseout; Pilot Training; Recreational Aviation; Switzerland;

   Abstract : Whereas commercial aviation is attempting to achieve the reduction of its substantial carbon footprint, general aviation’s (GA) climate change contribution is negligibly small, which is why the sector is facing other sustainability challenges mainly entailing the operation of dated technology and aircraft, increasing regulatory constraints, rising costs, noise emissions, and popular discontent, as well as remaining the last mobility sector in the world to still use leaded fuels. Throughout recent years, there have been remarkable sustainability trends in GA as well as heightened efforts to improve its emissions profile (noise, pollutants, CO2) and environmental reputation, for instance by the increased use of electric aircraft, especially for private pilot training. READ MORE

6. 25. A Machine Learning Estimation of the Occupancy of Padel Facilities in Sweden : An application of Random Forest algorithm on a padel booking dataset

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Michael Johansson; Nadia Gonzálvez Läth; [2022]
   Keywords : Machine Learning; Random Forest Regression; Occupancy; Estimation; Padel; Bookings; Sweden; Evaluation Metrics; Features; SHAP; Maskininlärning; Random Forest Regression; Beläggning; Uppskattning; Padel; Bokningar; Sverige; Utvärderingsmått; Inputvärden; SHAP;

   Abstract : Padel is one of the fastest growing sports in Sweden. Its popularity rose significantly during the Covid-19 pandemic in 2020, as many other types of sport facilities closed, and people had more flexible work schedules due to remote work. READ MORE