Essays about: "MLP"

Showing result 1 - 5 of 53 essays containing the word MLP.

  1. 1. A Study on Text Classification Methods and Text Features

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Benjamin Danielsson; [2019]
    Keywords : NLP; Text Classification; SVM; MLP; PCA; SUC; DigInclude;

    Abstract : When it comes to the task of classification the data used for training is the most crucial part. It follows that how this data is processed and presented for the classifier plays an equally important role. READ MORE

  2. 2. On the Effectiveness of Handcrafted and Learned Features in Automated Essay Scoring

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik

    Author : Edvin Jakobsson; [2019]
    Keywords : Natural Language Processing Machine Learning Automated Essay Scoring; Technology and Engineering;

    Abstract : The task of Automated Essay Scoring (AES) has been active for more than half a century, starting with handcrafting statistical features used for linear regression, and currently being improved by the latest advancements in machine learning and natural language processing. Most current research uses some form of character or word embeddings to represent the essays rather than statistical features, enabling the models to analyze the text in full and automatically learn what to look for. READ MORE

  3. 3. Pulse Repetition Interval Modulation Classification using Machine Learning

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

    Author : Eric Norgren; [2019]
    Keywords : machine learning; radar; radar pulses; radar signals; pulseradar; pulse repetition interval; modulation; classification; LSTM; long short term memory; feature extraction; saab; ai; artifical intelligence; radar warning receiver; rwr; neural network; maskininlärning; radar; radarpulser; radar signaler; pulsradar; pulsrepetitionsintervall; modulationstyp; modulering; klassificering; LSTM; long short term memory; särdrag; saab; ai; artificiell intelligens; radarvarnare; rwr; neuralt nätverk;

    Abstract : Radar signals are used for estimating location, speed and direction of an object. Some radars emit pulses, while others emit a continuous wave. Both types of radars emit signals according to some pattern; a pulse radar, for example, emits pulses with a specific time interval between pulses. READ MORE

  4. 4. A shady future for Brazilian agriculture? Obstacles to and opportunities for agroforestry as a sustainable alternative to current agricultural practices

    University essay from Lunds universitet/LUCSUS

    Author : Asger Mindegaard; [2019]
    Keywords : agriculture; agroforestry; sustainability transitions; multi-level perspective; Brazil; sustainability science; Social Sciences;

    Abstract : As the negative environmental impacts of contemporary agriculture become still more evident and widespread, the question of how to feed future generations while preserving the vital stability of the planet’s environment is more urgent than ever. Major institutions are targeting the environmental sustainability of agriculture, internationally as well as in Brazil. READ MORE

  5. 5. A novel Adenoviral miRNA, a candidate for development of a novel gene therapy startegy

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Benjamin Danish; [2019]
    Keywords : A novel Adenoviral miRNA;

    Abstract : In 2017, a novel miRNA was found at the MLTU-region of adenoviral genome, termed as MLP-TSS-sRNA. This current study started with performing a series of mutations in the MLP-TSS-sRNA in order to investigate how the MLP-TSS-sRNA as a single stranded small RNA was protected from rapid RNA degradation in transfected cells (in vivo). READ MORE