�ݺ�ߣshows by User: vladimirkanchev

�ݺ�ߣshows by User: vladimirkanchev / http://www.slideshare.net/images/logo.gif �ݺ�ߣshows by User: vladimirkanchev / Thu, 02 May 2019 06:56:36 GMT �ݺ�ߣShare feed for �ݺ�ߣshows by User: vladimirkanchev Ethical Issues in Machine Learning Algorithms. (Part 3) /slideshow/ethical-issues-in-machine-learning-algorithms-part-3/143173373 presentation0683part-190502065636
The presentation deals with ethical issues in a few currently widely used machine learning (or AI) technologies and algorithms. The ML applications are described in details, their current state of the art, their specific challenges and ethical problems. Current solutions from academic and industrial perspective are given. A mixture of academic and applied sources are used for the presentation - it aims to be more interesting for students and practitioners. ]]>
The presentation deals with ethical issues in a few currently widely used machine learning (or AI) technologies and algorithms. The ML applications are described in details, their current state of the art, their specific challenges and ethical problems. Current solutions from academic and industrial perspective are given. A mixture of academic and applied sources are used for the presentation - it aims to be more interesting for students and practitioners. ]]> Thu, 02 May 2019 06:56:36 GMT /slideshow/ethical-issues-in-machine-learning-algorithms-part-3/143173373 vladimirkanchev@slideshare.net(vladimirkanchev) Ethical Issues in Machine Learning Algorithms. (Part 3) vladimirkanchev The presentation deals with ethical issues in a few currently widely used machine learning (or AI) technologies and algorithms. The ML applications are described in details, their current state of the art, their specific challenges and ethical problems. Current solutions from academic and industrial perspective are given. A mixture of academic and applied sources are used for the presentation - it aims to be more interesting for students and practitioners. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/presentation0683part-190502065636-thumbnail.jpg?width=120&height=120&fit=bounds" /> The presentation deals with ethical issues in a few currently widely used machine learning (or AI) technologies and algorithms. The ML applications are described in details, their current state of the art, their specific challenges and ethical problems. Current solutions from academic and industrial perspective are given. A mixture of academic and applied sources are used for the presentation - it aims to be more interesting for students and practitioners.

Ethical Issues in Machine Learning Algorithms. (Part 3) from Vladimir Kanchev

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0 Ethical Issues in Machine Learning Algorithms (Part 2) /vladimirkanchev/ethical-issues-in-machine-learning-algorithms-part-2-140369359 presentation0622part-190410201120
The presentation deals with types of biases found in AI/ML systems - data bias, algorithmic bias, and lack of interpretability. Reasons for their appearances are given, and major approaches for their reduction. ]]>
The presentation deals with types of biases found in AI/ML systems - data bias, algorithmic bias, and lack of interpretability. Reasons for their appearances are given, and major approaches for their reduction. ]]> Wed, 10 Apr 2019 20:11:20 GMT /vladimirkanchev/ethical-issues-in-machine-learning-algorithms-part-2-140369359 vladimirkanchev@slideshare.net(vladimirkanchev) Ethical Issues in Machine Learning Algorithms (Part 2) vladimirkanchev The presentation deals with types of biases found in AI/ML systems - data bias, algorithmic bias, and lack of interpretability. Reasons for their appearances are given, and major approaches for their reduction. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/presentation0622part-190410201120-thumbnail.jpg?width=120&height=120&fit=bounds" /> The presentation deals with types of biases found in AI/ML systems - data bias, algorithmic bias, and lack of interpretability. Reasons for their appearances are given, and major approaches for their reduction.

Ethical Issues in Machine Learning Algorithms (Part 2) from Vladimir Kanchev

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0 Ethical Issues in Machine Learning Algorithms. (Part 1) /slideshow/ethical-issues-in-machine-learning-algorithms-part-1-139926274/139926274 presentation0621part-190407150339
This presentation describes recent ethical issues related to AI and ML algorithms. Its focus is data and algorithmic bias, algorithmic interpretability and how GDPR relates to these issues.]]>
This presentation describes recent ethical issues related to AI and ML algorithms. Its focus is data and algorithmic bias, algorithmic interpretability and how GDPR relates to these issues.]]> Sun, 07 Apr 2019 15:03:38 GMT /slideshow/ethical-issues-in-machine-learning-algorithms-part-1-139926274/139926274 vladimirkanchev@slideshare.net(vladimirkanchev) Ethical Issues in Machine Learning Algorithms. (Part 1) vladimirkanchev This presentation describes recent ethical issues related to AI and ML algorithms. Its focus is data and algorithmic bias, algorithmic interpretability and how GDPR relates to these issues. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/presentation0621part-190407150339-thumbnail.jpg?width=120&height=120&fit=bounds" /> This presentation describes recent ethical issues related to AI and ML algorithms. Its focus is data and algorithmic bias, algorithmic interpretability and how GDPR relates to these issues.

Ethical Issues in Machine Learning Algorithms. (Part 1) from Vladimir Kanchev

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0 Tissue segmentation methods using 2D histogram matching in a sequence of mr brain images part 3 /slideshow/tissue-segmentation-methods-using-2d-histogram-matching-in-a-sequence-of-mr-brain-images-part-3/79602348 tissuesegmentationmethodsusing2dhistogrammatchinginasequenceofmrbrainimagespart3-170910105616
This presentation aims to present segmentation results of the suggested segmentation method of tissues in MR brain images. For that purpose we give benchmark results and additional details of implementation of our method.]]>
This presentation aims to present segmentation results of the suggested segmentation method of tissues in MR brain images. For that purpose we give benchmark results and additional details of implementation of our method.]]> Sun, 10 Sep 2017 10:56:16 GMT /slideshow/tissue-segmentation-methods-using-2d-histogram-matching-in-a-sequence-of-mr-brain-images-part-3/79602348 vladimirkanchev@slideshare.net(vladimirkanchev) Tissue segmentation methods using 2D histogram matching in a sequence of mr brain images part 3 vladimirkanchev This presentation aims to present segmentation results of the suggested segmentation method of tissues in MR brain images. For that purpose we give benchmark results and additional details of implementation of our method. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/tissuesegmentationmethodsusing2dhistogrammatchinginasequenceofmrbrainimagespart3-170910105616-thumbnail.jpg?width=120&height=120&fit=bounds" /> This presentation aims to present segmentation results of the suggested segmentation method of tissues in MR brain images. For that purpose we give benchmark results and additional details of implementation of our method.

Tissue segmentation methods using 2D histogram matching in a sequence of mr brain images part 3 from Vladimir Kanchev

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0 Tissue Segmentation Methods Using 2D Histogram Matching in a Sequence of MR Brain Images_part2 (Extd.) /slideshow/tissue-segmentation-methods-using-2d-histogram-matching-in-a-sequence-of-mr-brain-imagespart2-extd/79314387 chapterpresentation152-170831083950
This presentation provides detailed description of the methodology of the segmentation method of brain tissues in MR image sequences using 2D histogram matching.]]>
This presentation provides detailed description of the methodology of the segmentation method of brain tissues in MR image sequences using 2D histogram matching.]]> Thu, 31 Aug 2017 08:39:50 GMT /slideshow/tissue-segmentation-methods-using-2d-histogram-matching-in-a-sequence-of-mr-brain-imagespart2-extd/79314387 vladimirkanchev@slideshare.net(vladimirkanchev) Tissue Segmentation Methods Using 2D Histogram Matching in a Sequence of MR Brain Images_part2 (Extd.) vladimirkanchev This presentation provides detailed description of the methodology of the segmentation method of brain tissues in MR image sequences using 2D histogram matching. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/chapterpresentation152-170831083950-thumbnail.jpg?width=120&height=120&fit=bounds" /> This presentation provides detailed description of the methodology of the segmentation method of brain tissues in MR image sequences using 2D histogram matching.

Tissue Segmentation Methods Using 2D Histogram Matching in a Sequence of MR Brain Images_part2 (Extd.) from Vladimir Kanchev

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0 Tissue Segmentation Methods using 2D Hiistogram Matching in a Sequence of MR Brain Images Part 2 /slideshow/chapter-presentation2/79296272 chapterpresentation1521-170830175757
Methodology of the suggested method for tissue segmentation in MR brain images using 2D histogram matching. Each algorithmic step is given in detail and analyzed. ]]>
Methodology of the suggested method for tissue segmentation in MR brain images using 2D histogram matching. Each algorithmic step is given in detail and analyzed. ]]> Wed, 30 Aug 2017 17:57:57 GMT /slideshow/chapter-presentation2/79296272 vladimirkanchev@slideshare.net(vladimirkanchev) Tissue Segmentation Methods using 2D Hiistogram Matching in a Sequence of MR Brain Images Part 2 vladimirkanchev Methodology of the suggested method for tissue segmentation in MR brain images using 2D histogram matching. Each algorithmic step is given in detail and analyzed. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/chapterpresentation1521-170830175757-thumbnail.jpg?width=120&height=120&fit=bounds" /> Methodology of the suggested method for tissue segmentation in MR brain images using 2D histogram matching. Each algorithmic step is given in detail and analyzed.

Tissue Segmentation Methods using 2D Hiistogram Matching in a Sequence of MR Brain Images Part 2 from Vladimir Kanchev

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0 Tissue Segmentation Methods Using 2D Histogram Matching in a Sequence of MR Brain Images_part1 /slideshow/tissue-segmentation-methods-using-2d-histogram-matching-in-a-sequence-of-mr-brain-imagespart1/78755746 chapterpresentationpart1-170811065852
This is a presentation (introduction) of a segmentation method of sequences of brain MR images. The research is published as a chapter in a Springer book.]]>
This is a presentation (introduction) of a segmentation method of sequences of brain MR images. The research is published as a chapter in a Springer book.]]> Fri, 11 Aug 2017 06:58:52 GMT /slideshow/tissue-segmentation-methods-using-2d-histogram-matching-in-a-sequence-of-mr-brain-imagespart1/78755746 vladimirkanchev@slideshare.net(vladimirkanchev) Tissue Segmentation Methods Using 2D Histogram Matching in a Sequence of MR Brain Images_part1 vladimirkanchev This is a presentation (introduction) of a segmentation method of sequences of brain MR images. The research is published as a chapter in a Springer book. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/chapterpresentationpart1-170811065852-thumbnail.jpg?width=120&height=120&fit=bounds" /> This is a presentation (introduction) of a segmentation method of sequences of brain MR images. The research is published as a chapter in a Springer book.

Tissue Segmentation Methods Using 2D Histogram Matching in a Sequence of MR Brain Images_part1 from Vladimir Kanchev

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0 Importance and Challenges of Reproducible Research /slideshow/importance-and-challenges-of-reproducible-research/63483851 techsys270516final-160627125501
A conference presentation with description of reproducible research and challenges to its application at research institutions and universities in Bulgaria (in Balkan countries, in general).]]>
A conference presentation with description of reproducible research and challenges to its application at research institutions and universities in Bulgaria (in Balkan countries, in general).]]> Mon, 27 Jun 2016 12:55:01 GMT /slideshow/importance-and-challenges-of-reproducible-research/63483851 vladimirkanchev@slideshare.net(vladimirkanchev) Importance and Challenges of Reproducible Research vladimirkanchev A conference presentation with description of reproducible research and challenges to its application at research institutions and universities in Bulgaria (in Balkan countries, in general). <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/techsys270516final-160627125501-thumbnail.jpg?width=120&height=120&fit=bounds" /> A conference presentation with description of reproducible research and challenges to its application at research institutions and universities in Bulgaria (in Balkan countries, in general).

Importance and Challenges of Reproducible Research from Vladimir Kanchev

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0 https://cdn.slidesharecdn.com/profile-photo-vladimirkanchev-48x48.jpg?cb=1725381662 https://cdn.slidesharecdn.com/ss_thumbnails/presentation0683part-190502065636-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/ethical-issues-in-machine-learning-algorithms-part-3/143173373 Ethical Issues in Mach... https://cdn.slidesharecdn.com/ss_thumbnails/presentation0622part-190410201120-thumbnail.jpg?width=320&height=320&fit=bounds vladimirkanchev/ethical-issues-in-machine-learning-algorithms-part-2-140369359 Ethical Issues in Mach... https://cdn.slidesharecdn.com/ss_thumbnails/presentation0621part-190407150339-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/ethical-issues-in-machine-learning-algorithms-part-1-139926274/139926274 Ethical Issues in Mach...