[
    {
        "id": "osp-16217",
        "type": "article-journal",
        "title": "ConEx: خرائط بروز قابلة للتفسير من البشر عبر الإسناد المدرك للمفهوم",
        "author": [
            {
                "family": "Elisha",
                "given": "Yehonatan"
            },
            {
                "family": "Barkan",
                "given": "Oren"
            },
            {
                "family": "Haddad",
                "given": "Ziv Weiss"
            },
            {
                "family": "Koenigstein",
                "given": "Noam"
            }
        ],
        "URL": "https://omanscience.com/ar/articles/conex-human-interpretable-saliency-maps-via-concept-aware-attribution",
        "language": "en",
        "issued": {
            "date-parts": [
                [
                    2026
                ]
            ]
        },
        "abstract": "Ϭ┘ÅÏ¿Ï▒Ï▓ ┘âϽ┘èÏ▒ ┘à┘å ÏÀÏ▒┘é Ϻ┘äÏ┤Ï▒Ï¡ Ϻ┘äÏ¿ÏÁÏ▒┘è ┘ü┘è Ϻ┘äÏ▒Ïñ┘èÏ® Ϻ┘äϡϺÏ│┘êÏ¿┘èÏ® Ïú┘ç┘à┘èÏ® Ϻ┘äÏ¿┘âÏ│┘äϺϬÏî ┘ä┘â┘å┘çϺ ϬÏ╣Ϻ┘å┘è Ï▒Ï¿ÏÀ ┘çÏ░┘ç Ϻ┘äÏÑÏ┤ϺÏ▒ϺϬ ┘à┘åÏ«┘üÏÂÏ® Ϻ┘ä┘àÏ│Ϭ┘ê┘ë Ï¿┘à┘üϺ┘ç┘è┘à Ï░ϺϬ ┘àÏ╣┘å┘ë Ï»┘äϺ┘ä┘èÏî ┘à┘àϺ ┘èÏ¡Ï»┘æ ┘à┘å ┘éϺϿ┘ä┘èÏ® Ϭ┘üÏ│┘èÏ▒┘çϺ ┘êϼϻϺÏ▒Ϭ┘çϺ ϿϺ┘äϽ┘éÏ®. ┘å┘éÏ»┘à ConEx (Ϻ┘äÏ┤Ï▒┘êÏ¡ Ϻ┘ä┘éϺϪ┘àÏ® Ï╣┘ä┘ë Ϻ┘ä┘à┘üϺ┘ç┘è┘à)Ïî ┘ê┘ç┘ê ÏÑÏÀϺÏ▒ ϼϻ┘èÏ» ┘èÏ▒Ï¿ÏÀ ϬÏÁ┘ê┘èÏ▒ Ϻ┘äÏú┘ç┘à┘èÏ® Ϻ┘äÏ¿ÏÁÏ▒┘èÏ® ϿϺ┘äϺÏ│Ϭϻ┘äϺ┘ä Ϻ┘ä┘éϺϪ┘à Ï╣┘ä┘ë Ϻ┘ä┘à┘üϺ┘ç┘è┘àÏî ┘ä┘è┘ê┘üÏ▒ Ϻ┘äÏú┘àϺ┘åÏ® ┘ê┘éϺϿ┘ä┘èÏ® Ϻ┘äϬ┘üÏ│┘èÏ▒ ┘àÏ╣Ϻ┘ï. ┘è┘âϬÏ┤┘ü ConEx Ϭ┘ä┘éϺϪ┘èϺ┘ï ┘à┘üϺ┘ç┘è┘à ϫϺÏÁÏ® Ï¿┘â┘ä ┘üϪϮÏî ┘ê┘è┘àϽ┘ä┘çϺ Ï¿┘àϬϼ┘çϺϬ Ϭ┘üÏ╣┘è┘ä Ϻ┘ä┘à┘üϺ┘ç┘è┘à (CAVs)Ïî ┘êϬ┘ÅϬÏ╣┘ä┘Ä┘æ┘à Ï»┘ê┘å ÏÑÏ┤Ï▒Ϻ┘ü ┘èÏ»┘ê┘è ϿϺÏ│ϬϫϻϺ┘à Ïó┘ä┘èÏ® ┘é┘åϺÏ╣ ϫϺÏÁÏ® ϿϺ┘äÏ¿┘å┘èÏ® Ϭ┘é┘ä┘ä Ϻ┘äÏÂ┘êÏÂϺÏí Ϻ┘ä┘åϺϬϼϮ Ï╣┘å Ïú┘é┘åÏ╣Ï® Ϻ┘äϬϼÏ▓ϪϮ ┘äϬÏ╣Ï▓┘èÏ▓ ┘å┘éϺÏí Ϻ┘ä┘à┘ü┘ç┘ê┘à. ┘ê┘è┘ê┘äÏ» ConEx Ï«Ï▒ϺϪÏÀ Ïú┘ç┘à┘èÏ® ┘ê┘ü┘èÏ® Ϭ┘êÏÂÏ¡ Ïú┘è┘å ┘èÏ©┘çÏ▒ ┘â┘ä ┘à┘ü┘ç┘ê┘à ┘ü┘è Ϻ┘äÏÁ┘êÏ▒Ï® ┘ê┘â┘è┘ü ┘èÏ│┘ç┘à ┘ü┘è Ϻ┘äϬ┘åÏ¿Ïñ. ┘ê┘äϬ┘é┘è┘è┘à ┘à┘êϽ┘ê┘é┘èÏ® ┘çÏ░┘ç Ϻ┘ä┘à┘üϺ┘ç┘è┘à Ϻ┘ä┘àϬÏ╣┘ä┘àÏ®Ïî ┘å┘éϬÏ▒Ï¡ ┘à┘é┘èϺÏ│┘è┘å ┘àϬ┘âϺ┘à┘ä┘è┘åÏî ┘ç┘àϺ ┘àÏÀϺϿ┘éÏ® Ϻ┘ä┘àϬϼ┘ç-Ϻ┘ä┘à┘ü┘ç┘ê┘à (VCM) ┘ê┘àÏÀϺϿ┘éÏ® Ϻ┘ä┘à┘ü┘ç┘ê┘à-Ϻ┘ä┘üϪϮ (CCM)Ïî ┘è┘é┘èÏ│Ϻ┘å Ϭ┘êϺ┘ü┘é Ϻ┘ä┘à┘üϺ┘ç┘è┘à ┘ê┘èϬ┘èϡϺ┘å Ϻ┘ä┘à┘éϺÏ▒┘åÏ® Ϻ┘ä┘àϿϺÏ┤Ï▒Ï® ┘àÏ╣ Ϻ┘äÏÀÏ▒┘é Ϻ┘ä┘éϺϪ┘àÏ®. ┘êϬ┘ÅÏ©┘çÏ▒ Ϻ┘äϬϼϺÏ▒Ï¿ Ϻ┘ä┘êϺÏ│Ï╣Ï® Ï╣Ï¿Ï▒ ÏÑÏ╣ϻϺϻϺϬ ┘àϬ┘å┘êÏ╣Ï® Ïú┘å ConEx ┘èÏ¡┘é┘é ÏúϻϺÏí┘ï ┘àϬ┘éÏ»┘àϺ┘ï ┘ü┘è ┘àÏ╣Ϻ┘è┘èÏ▒ Ϻ┘äÏú┘àϺ┘åÏ® ┘êϺ┘äϬϼÏ▓ϪϮ ┘êϼ┘êϻϮ Ϻ┘ä┘à┘üϺ┘ç┘è┘à. ┘êϿϺ┘äÏÑϼ┘àϺ┘äÏî ┘èÏ»┘üÏ╣ ConEx Ϻ┘ä┘àϼϺ┘ä ┘åÏ¡┘ê Ï┤Ï▒┘êÏ¡ ┘éϺϿ┘äÏ® ┘ä┘äϬ┘üÏ│┘èÏ▒ Ï¡┘éϺ┘ï ┘ê┘àÏñÏ│Ï│Ï® Ï╣┘ä┘ë Ϻ┘ä┘à┘üϺ┘ç┘è┘à ┘ü┘è ┘å┘àϺÏ░ϼ Ϻ┘äÏ▒Ïñ┘èÏ®."
    }
]