Pantelis Kaplanoglou

Machine Learning Engineer Developer Researcher

Research

Fields of Interests and Subjects

My research until August 2017 was conducted for the needs of my M.Sc. studies.

Deep Learning - Computer Vision

  • Deep Convolutional Neural Networks: BioCNN
  • Deep Belief Networks: Classification with ISOLET dataset
  • Supervised Learning: Throttled Gradient Descent (TGD)
  • Unsupervised Clustering: Hierarchical k-Means
  • Content-based Image Retrieval (CBIR): Visual Features Language (VFL) representation
  • Visual Neuroscience - Photoreceptors and trichromatic vision, Color perception and opponency, Neuron of the retina and V1

Web Intelligence

  • Agents: Semantic Multi-Agent File System
  • Semantic Web: Semantic File System Ontologies
  • Business Intelligence: Semantic Business Intelligence
  • Cloud Computing: Top Cloud Security Threads by CSA
  • Social Computing: Social Media Unified Process

My Life Stance

ASSEMBLED FROM PERSONAL EXPERIENCES AND LIFE-CHANGING IDEAS FROM GREAT PEOPLE

Life stance is defined by the British Humanist Association as "A collective belief that attains a sufficient level of cogency, seriousness, cohesion and importance and that relates the nature of life and the world to morality, values and/or the way its believers should live".