This volume constitutes selected papers presented during the&nbsp;5th Artificial Intelligence Doctoral Symposium, AID 2022, held in Algiers, Algeria, in September 2022.&nbsp;<div><br></div><div>The 22 presented full papers were thoroughly reviewed and selected from the 38 qualified submissions. They are organized in the following topical sections: data mining; metaheuristics and swarm intelligence; computer vision; Artificial Intelligence applications; machine and deep learning;&nbsp;NLP and text mining.</div>