[PDF] Top 20 Artificial intelligence techniques for modeling financial analysis

... concluded that the non proportional behavior of some financial ratios varies is different for each ratio, firm’s size and the economic activity. supposed to be converted into cash during the operating cycle 5 ... See full document

... Third, it was interesting to realize that very few commercials mentioned the fact that e-commerce could be a substitute for commercial functions and could lead to the extinction of some jobs. Most of the respondents’ ... See full document

... providing financial advice (Schwab’s Intelligent Portfolio) and winning game shows (IBM’s ...on techniques such as deep learning ...terms. Artificial intelligence (AI) is a sub‐field of ... See full document

... mining techniques, such as extraction of the relevant subspace, dimensionality reduction or sampling methods, used to increase the interpretability and efficiency of the data analysis [ LN14 ... See full document

... 5 would have found a suitable plan an avoiding the announcement of the shutdown. The upcoming mine closure caused that miners worked with the distraction of the possibility of losing their jobs which could translate into ... See full document

... As the scienti fic production has been growing steadily, the scientific databases have played a key role in the diffusion of the scienti fic research. These databases (e.g., ISI, Scopus) make available statistical data, by ... See full document

... this approach, the Seyhan catchment located in the south part of Turkey is chosen as the case study area. The River Seyhan is one of the most important water re- sources in Turkey. The River Seyhan flow change depends on ... See full document

... the analysis and ...Unified Modeling Language (UML) is an object- oriented language for specifying, visualizing, constructing and documenting the artifacts of software ... See full document

... the analysis and synthesis of speech ...of techniques, such as signal energy me- asurement, level crossing, auto ...these techniques do not provide enough information when the focus of the ... See full document

... without financial approaches ...image analysis, both from 2D and 3D images, and were capable of communicating with external parties that had AI algorithms running that leveraged from the blockchain ... See full document

... In Chapter 3 we brought a quick overview of what is available in XAI and its two main areas were categorized, these being Interpretable Models and Prediction Interpretation and Justification. The first area is of utmost ... See full document

... within financial ap- plications, however it can be very beneficial also in certain robotic contexts, such as when an immutable register of events is ...external Artificial Intelligence algorithms for ... See full document

... (Dynamic Artificial Neural Network (DANN), Focused Time-delay Neural Network and k-Nearest Neighbors) to forecast the urban water demand in Tehran, Iran, for three time horizons: 4 weeks, 6 months and 2 years, ... See full document

... O desenvolvimento da autocura em redes inteligentes é um tópico de pesquisa atraente. A aplicação de técnicas de inteligência artificial (IA) para este fim é estudada recentemente e trabalhos publicados nesta ... See full document

... small enterprises in the last three years, they reach 55.16 million units, or 99.9% of all business units that exist. The remaining 0.1% is business unit of medium and large enterprises. While loan absorbed reaches Rp. ... See full document

... a financial analysis by the use of precision agriculture (PA) techniques on cotton ...agricultural techniques. The financial analysis was extrapolated to the total farm area of ... See full document

... Business Intelligence does not tell business managers what to do or what will happen if they take a certain course, neither is BI only about generating reports. Rather, BI offers a way for people to examine data ... See full document

... During these meetings, several aspects of the tool’s functioning were clarified with the expert. Moreover, these meetings were used to build a representation of the DSI in the SAS ABM. The model was built based on the ... See full document

... Our research also focuses on applying computing intelligence to software effort estimation. However, the clustering results will be different from the COCOMO model’s law expert classified the cluster of three ... See full document

... distributed artificial intelligence for managing the high data rate bus structured local area computer network that uses deterministic multiple access ...distributed artificial intelligence, ... See full document