AI is no longer the future, it’s the present, what are your experiences?
Can you provide some justification/examples to your statement? To me, just the reverse is true,
Dear Dr. Ali,
Thanks for participation...In different contexts there are different experiences... Hence, there are literature that supports your argument as well...
Some references...
Automotive, N. V. I. D. I. A. Autonomous cars: no longer just science fiction By: Esther Francis.
different perspectives...
Brynjolfsson, E., Rock, D., & Syverson, C. (2017). Artificial intelligence and the modern productivity paradox: A clash of expectations and statistics (No. w24001). National Bureau of Economic Research.
Open for discussion...
The use cases for explainable AI have ballooned in recent years. Machine learning algorithms are taking the central stage in the digitization of industrial/business processes.
There has been a use of Machine learning since centuries, but the main difference is recently it is digitized algorithms/methods in comparison to previous manual machine learning algorithms.
There are still hundreds of thousand of mathematical formulations that still need to be implement via computer coding/capitalization for practical applications, but it need computers that may millions time faster than the current fastest computers. AI cannot be mature to its ending limit within next million years.... it will grow, progress and upgrade in its further evolution steps , but will never stop/end....it is an ocean of applications via ruing mathematical models over digital fuels.
Dear Dr. Ali,
Thanks for your comments and contributions... Really appreciate...
Major disease areas that use AI tools include cancer, neurology and cardiology …
Jiang, F., Jiang, Y., Zhi, H., Dong, Y., Li, H., Ma, S., ... & Wang, Y. (2017). Artificial intelligence in healthcare: past, present and future. Stroke and vascular neurology, 2(4), 230-243.
Artificial Intelligence and its application to water resources …
Afan, H. A., El-shafie, A., Mohtar, W. H. M. W., & Yaseen, Z. M. (2016). Past, present and prospect of an Artificial Intelligence (AI) based model for sediment transport prediction. Journal of Hydrology, 541, 902-913.
NASA's research and development in artificial intelligence and robotics …
Russell, S. J., & Norvig, P. (2016). Artificial intelligence: a modern approach. Malaysia; Pearson Education Limited,.
in recent past AI planners are capable of solving more real world problems ...
Arshad, N. (2004, September). Automated dynamic reconfiguration using AI planning. In Proceedings. 19th International Conference on Automated Software Engineering, 2004. (pp. 402-405). IEEE.
Scharffe, F., Liu, Y., & Zhou, C. (2009, July). Rdf-ai: an architecture for rdf datasets matching, fusion and interlink. In Proc. IJCAI 2009 workshop on Identity, reference, and knowledge representation (IR-KR), Pasadena (CA US).
black-box (behavioural evaluation) is becoming more and more common, as AI systems are becoming more complex and unpredictable....
Hernández-Orallo, J. (2014). AI Evaluation: past, present and future. arXiv preprint arXiv:1408.6908.
electron transfer in proteins are treated using an artificial intelligence (AI) approach
Siddarth, P., & Marcus, R. A. (1993). Electron-transfer reactions in proteins: an artificial intelligence approach to electronic coupling. The Journal of Physical Chemistry, 97(10), 2400-2405. ....
provided a brief survey of AI methods used in a variety of IDSs …
Frank, J. (1994, October). Artificial intelligence and intrusion detection: Current and future directions. In Proceedings of the 17th national computer security conference (Vol. 10, pp. 1-12).
… From the beginning, the idea of artificial intelligence has encountered philosophical and ideological objections …
McCarthy, J. (2007). From here to human-level AI. Artificial Intelligence, 171(18), 1174-1182.
player deterministic games with perfect information, have been submitted to intensive AI researched …
Chaslot, G., Bakkes, S., Szita, I., & Spronck, P. (2008, October). Monte-Carlo Tree Search: A New Framework for Game AI. In AIIDE.
The use of artificial intelligence (AI), as advocated in Keen's third point, is being replaced with intelligent systems ...
Shim, J. P., Warkentin, M., Courtney, J. F., Power, D. J., Sharda, R., & Carlsson, C. (2002). Past, present, and future of decision support technology. Decision support systems, 33(2), 111-126.
The present invention is an improved artificial intelligence system ...
Schramm, D. A. (1987). U.S. Patent No. 4,670,848. Washington, DC: U.S. Patent and Trademark Office.
Artificial Intelligence and Social Action ...
Göranzon, B., & Josefson, I. (Eds.). (2012). Knowledge, skill and artificial intelligence. Springer Science & Business Media.
This paper provides a survey of AI techniques applied to prognostics …
Schwabacher, M., & Goebel, K. (2007, November). A Survey of Artificial Intelligence for Prognostics. In AAAI Fall Symposium: Artificial Intelligence for Prognostics (pp. 108-115).
Findler, N. V. (Ed.). (2014). Associative networks: Representation and use of knowledge by computers. Academic Press.
It is unlikely to have any more effect on the practice of AI research than philosophy of science generally has …
McCarthy, J. (1995, August). What has AI in Common with Philosophy?. In IJCAI (pp. 2041-2044).
Detecting insider threats in a real corporate database of computer usage activity...
Veeramachaneni, K., Arnaldo, I., Korrapati, V., Bassias, C., & Li, K. (2016, April). AI^ 2: training a big data machine to defend. In 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS) (pp. 49-54). IEEE.
AI in robotics...
Murphy, R. R. (2019). Introduction to AI robotics. MIT press.
Present day, AI in clinical care...
Beam, A. L., & Kohane, I. S. (2016). Translating artificial intelligence into clinical care. Jama, 316(22), 2368-2369.
complex patterns have more and more been analyzed by artificial intelligence techniques developed by mathematicians and physical scien- tists dunng the past decades...
Vyborny, C. J., & Giger, M. L. (1994). Computer vision and artificial intelligence in mammography. AJR. American journal of roentgenology, 162(3), 699-708.
Artificial Intelligence for Disaster Response ...
Imran, M., Castillo, C., Lucas, J., Meier, P., & Vieweg, S. (2014, April). AIDR: Artificial intelligence for disaster response. In Proceedings of the 23rd International Conference on World Wide Web (pp. 159-162).
AI in Autism treatment...
Wall, D. P., Dally, R., Luyster, R., Jung, J. Y., & DeLuca, T. F. (2012). Use of artificial intelligence to shorten the behavioral diagnosis of autism. PloS one, 7(8).
In this paper authors survey the use of different AI methods for algorithmic composition...
Papadopoulos, G., & Wiggins, G. (1999, April). AI methods for algorithmic composition: A survey, a critical view and future prospects. In AISB Symposium on Musical Creativity (Vol. 124, pp. 110-117). Edinburgh, UK.
Luger, G. F. (2005). Artificial intelligence: structures and strategies for complex problem solving. Pearson education.
Johnson, M., Hofmann, K., Hutton, T., & Bignell, D. (2016, July). The Malmo Platform for Artificial Intelligence Experimentation. In IJCAI (pp. 4246-4247).
McCarthy, J. J., Minsky, M. L., & Rochester, N. (1959). Artificial intelligence. Research Laboratory of Electronics (RLE) at the Massachusetts Institute of Technology (MIT).
… Game AI has always been an integral part of computer game …
Riedl, M. O., & Zook, A. (2013, August). AI for game production. In 2013 IEEE Conference on Computational Inteligence in Games (CIG) (pp. 1-8). IEEE.
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