Essays about: "Intelligent Algorithms"

Showing result 21 - 25 of 113 essays containing the words Intelligent Algorithms.

  1. 21. Convolutional, adversarial and random forest-based DGA detection : Comparative study for DGA detection with different machine learning algorithms

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Carl-Simon Brandt; Jonathan Kleivard; Andreas Turesson; [2021]
    Keywords : Domain generation algorithm; machine learning; neural networks; GAN; random forest; CNN;

    Abstract : Malware is becoming more intelligent as static methods for blocking communication with Command and Control (C&C) server are becoming obsolete. Domain Generation Algorithms (DGAs) are a common evasion technique that generates pseudo-random domain names to communicate with C&C servers in a difficult way to detect using handcrafted methods. READ MORE

  3. 22. Does Persuasive Technology Make Smartphones More Addictive? : An Empirical Study of Chinese University Students

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

    Author : Xiaowei Chen; [2021]
    Keywords : Persuasive Technology; Persuasive design principles; Smartphone addiction; HCI ethics; Övertygande teknik; Övertygande designprinciper; Smartphoneberoende; HCI-etik;

    Abstract : With the development of computer hardware, computers with persuasion have become more powerful and influential than ever. The latest trends show that Persuasive Technology integrates with cutting-edge technologies, such as Natural Language Processing, Big Data, and Machine Learning algorithms. READ MORE

  4. 23. Investigation of dynamic control ML algorithms on existing and future Arm microNPU systems

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Joel Åhlund; David Cordesius; [2021]
    Keywords : Dynamic control; NPU; MTCNN; Machine learning; Neural networks; Technology and Engineering;

    Abstract : In this thesis, dynamically controlled machine learning algorithms running on state of the art Arm microNPUs, with an attached Cortex-M CPU, were investigated. The machine learning framework used was Tensorflow and different subsets of it, such as Tensorflow Lite micro. READ MORE

  5. 24. VePMAD: A Vehicular Platoon Management Anomaly Detection System : A Case Study of Car-following Mode, Middle Join and Exit Maneuvers

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

    Author : Weaam Bayaa; [2021]
    Keywords : MDS; GMMHMM; PMP; Machine Learning; Bayesian information Criterion BIC ; Platoon Behavior Recognition; MDS; GMMHMM; PMP; Maskininlärnings; BIC; Plutonbeteendeigenkänning;

    Abstract : Vehicle communication using sensors and wireless channels plays an important role to allow exchanging information. Adding more components to allow exchanging more information with infrastructure enhanced the capabilities of vehicles and enabled the rise of Cooperative Intelligent Transport Systems (C-ITS). READ MORE

  6. 25. It’s a Match: Predicting Potential Buyers of Commercial Real Estate Using Machine Learning

    University essay from Uppsala universitet/Institutionen för informatik och media

    Author : Edvin Hellsing; Joel Klingberg; [2021]
    Keywords : Intelligent decision support system; Decision support system; Commercial real estate; Information overload; Decision making; Sensemaking; Machine learning; Clustering; Prediction algorithms; Naive bayes; Random forests; Support vector machines; Intelligenta beslutsstödssystem; Beslutsstödssystem; Kommersiella fastigheter; Informationsöverflöd; Beslutsfattande; Meningsskapande; Maskininlärning; Klustring; Prediktionsalgoritmer; Naive bayes; Random forests; Support vector machines;

    Abstract : This thesis has explored the development and potential effects of an intelligent decision support system (IDSS) to predict potential buyers for commercial real estate property. The overarching need for an IDSS of this type has been identified exists due to information overload, which the IDSS aims to reduce. READ MORE