Essays about: "AI Techniques"

Showing result 11 - 15 of 161 essays containing the words AI Techniques.

1. 11. Understanding Sales Performance Using Natural Language Processing - An experimental study evaluating rule-based algorithms in a B2B setting

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Angelica Smedberg; [2023]
   Keywords : NLP; Sentiment Analysis; Ruled-based algorithms; TextBlob; VADER; Naïve Bayes; Machine Learning;

   Abstract : Natural Language Processing (NLP) is a branch in data science that marries artificial intelligence with linguistics. Essentially, it tries to program computers to understand human language, both spoken and written. Over the past decade, researchers have applied novel algorithms to gain a better understanding of human sentiment. READ MORE

3. 12. AI/ML Development for RAN Applications : Deep Learning in Log Event Prediction

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

   Author : Yuxin Sun; [2023]
   Keywords : LSTM; Anomaly Detection; Failure Prediction; Log Mining; Deep Learning; LSTM; Anomali Detection; Failure Prediction; Log Mining; Deep Learning;

   Abstract : Since many log tracing application and diagnostic commands are now available on nodes at base station, event log can easily be collected, parsed and structured for network performance analysis. In order to improve In Service Performance of customer network, a sequential machine learning model can be trained, test, and deployed on each node to learn from the past events to predict future crashes or a failure. READ MORE

4. 13. An enquiry for being agile using the appreciative inquiry. : Appreciative Inquiry

   University essay from Mittuniversitetet/Institutionen för ekonomi, geografi, juridik och turism

   Author : Mona Rore; [2023]
   Keywords : Agile; Change Management; Appreciative Inquiry; Empowerment; Leadership; “Agile and Technology; “Agile and Culture”;

   Abstract : Agile has been a methodology practiced with a significant scope, around the globe. The subject has been dealt with globally for some time now, producing a large databank of literature explaining its different tools and techniques, along with its usage. READ MORE

5. 14. The Role of Managers in Big Data Analytics

   University essay from Lunds universitet/Företagsekonomiska institutionen

   Author : Oliver Bailey; Lorenzo Clavarino; [2023]
   Keywords : Big Data Analytics; Managers; Firm Performance; Skills; Management Styles; Artificial Intelligence; Competitive Advantage; Business and Economics;

   Abstract : Insights from Big Data can become sources of competitive advantage and a foundation for decision-making, leading to an extended use of such technologies in many firms’ departments. Even if it is common practice to invest in BDA, oftentimes these techniques are not exploited correctly, resulting in an unrewarded effort by companies (Dahiya, Le, Ring & Watson, 2022). READ MORE

6. 15. Towards gradient faithfulness and beyond

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Vincenzo Buono; Isak Åkesson; [2023]
   Keywords : XAI; Visual Explanations; CAM; Grad-CAM; Expected Grad-CAM; Hyper Expected Grad; Class Activation Maps; Explainable AI; Faithfulness; Neural Network interpretability; Hyper Resolution CAM; Super Resolution CAM; Natural Encoding;

   Abstract : The riveting interplay of industrialization, informalization, and exponential technological growth of recent years has shifted the attention from classical machine learning techniques to more sophisticated deep learning approaches; yet its intrinsic black-box nature has been impeding its widespread adoption in transparency-critical operations. In this rapidly evolving landscape, where the symbiotic relationship between research and practical applications has never been more interwoven, the contribution of this paper is twofold: advancing gradient faithfulness of CAM methods and exploring new frontiers beyond it. READ MORE