Yes, fathers is mentioned. But this is not a genealogical listing of a line of descendants, only father and son relationships.
Here is an example of a genealogy listing with a woman in it. Tamar is included in this lineage.[1Ch 2:3-5 KJV] 3 The sons of Judah; Er, and Onan, and Shelah: [which] three were born unto him of the daughter of Shua the Canaanitess. And Er, the firstborn of Judah, was evil in the sight of the LORD; and he slew him. 4 And Tamar his daughter in law bare him Pharez and Zerah. All the sons of Judah [were] five. 5 The sons of Pharez; Hezron, and Hamul.